6 Open Source Machine Learning Frameworks and Tools
Open Source tools are an excellent choice for getting started with Machine learning. This article covers some of the top ML frameworks and tools.
...left. Not really 20 days now; I think there are 17 to 18 days left to close two deals. I want someone who has an exclusive network with mid-size and large-size property management companies that maintain 500 to 4,000 units like that, I want someone from the U.S. It says that. It's best if someone is on the tech side, and I'm going to hand it over all the knowledge of AI call automation so he can learn everything, and I am going to talk with him and explain everything. If somebody has some tech or AI knowledge, that's also good for him. That's it. I know it's a hard job but for every closing client I am going to give $5,000 after he is able to contact the client and able to close the deal in a Zoom call. I am also going to be in a Zoom call. For a technica...
...left. Not really 20 days now; I think there are 17 to 18 days left to close two deals. I want someone who has an exclusive network with mid-size and large-size property management companies that maintain 500 to 4,000 units like that, I want someone from the U.S. It says that. It's best if someone is on the tech side, and I'm going to hand it over all the knowledge of AI call automation so he can learn everything, and I am going to talk with him and explain everything. If somebody has some tech or AI knowledge, that's also good for him. That's it. I know it's a hard job but for every closing client I am going to give $5,000 after he is able to contact the client and able to close the deal in a Zoom call. I am also going to be in a Zoom call. For a technica...
...to design, train, and deploy a model that can interpret click-stream, dwell-time, and purchase history data, then return ranked suggestions through an easy-to-call API or directly inside the site’s codebase. Here is what success looks like to me: • A behavior-based algorithm (collaborative, content-based, or hybrid—you can advise on the best fit) developed in Python using libraries such as scikit-learn, TensorFlow, PyTorch, or a framework you prefer. • A lightweight service—REST or GraphQL—that exposes “getRecommendations(user_id)” so my front-end team can drop it straight into our existing stack. • Clear documentation covering data schema, model training pipeline, and deployment steps so we can retrain as new traff...
...ability to follow the process. ## Skills We Look For There are no specific educational qualifications required. You should have: * Clear communication skills * Basic Hindi/Hinglish communication ability * Basic understanding of English * Confidence while speaking on the phone * Willingness to learn * Consistency and discipline * A professional attitude * Smartphone and a stable internet connection Students, freshers, and people without previous sales experience can apply if they are willing to learn. ## Important Rules * Be respectful and professional with every prospect. * Do not make false promises or guarantee business results. * Do not offer discounts or change pricing without authorization. * Do not misrepresent AX Media or its services. * Update the status of ...
...Handling common objections * Follow-up methods * Appointment setting * Lead tracking You will initially learn and understand our workflow. Based on your performance, consistency, and ability to generate genuine leads, regular work and new opportunities can be provided in the future. ## Who Can Apply? We welcome applications from: * Students * Freshers * Freelancers * Telecallers * Sales professionals * Lead generation executives * Appointment setters * Experienced or beginners interested in sales Previous experience is not mandatory. The most important qualities are: * Good communication skills * Confidence while speaking * Basic English/Hindi/Hinglish communication * Willingness to learn * Consistency and discipline * Professional attitude * Ability to communicate ...
We are looking for a reliable Virtual Assi...basic online research and data entry * Keep information and tasks organized * Communicate with team members and provide updates * Learn new websites, software, and AI tools as needed Requirements * Comfortable using Gmail and sending professional emails * Familiar with Instagram and general social media * Basic understanding of Base44 or ability to learn it quickly * Good written English and communication skills * Comfortable working independently online * Able to follow detailed instructions * Reliable internet connection and computer * Organized, responsive, and willing to learn Experience is helpful, but we are primarily looking for someone dependable who can learn quickly, follow instructions, and handle a vari...
We’re looking for web freelancers/agencies to install and configure AI assistants on client websites. Chirps assistants can answer questions, capture leads, book meetings, handle calls, and connect to external tools. Mostly simple installation + configuration. Shopify, WordPress, Webflow, or WooCommerce experience is a plus. Budget: €12–18/hour Ongoing work available for the right person. Learn more:
...& Lead Generation Company: Trendzo Media Position: Sales Intern – Cold Outreach Work Type: Remote / Work from Anywhere Internship Type: Female Candidates Only Experience: Fresher / Students / Beginners welcome About the Role Trendzo Media is looking for a Sales Intern to help us with cold outreach, lead generation, and client acquisition. This is a great opportunity for someone who wants to learn sales, communication, digital marketing, and business development while working remotely. Key Responsibilities Find and research potential clients for Trendzo Media. Conduct cold outreach through email, LinkedIn, Instagram, WhatsApp, and other relevant platforms. Send personalized messages to potential clients. Follow up with leads and maintain regular communication. I...
...nationwide and need an energetic recruiter who can start right away. Your core mission is to reach strong leads by phone (email will supplement when useful), screen them, and add qualified prospects to our same-day-jobs roster until we hit 2,100 active cleaners. During the first three weeks you’ll work through structured, paid training at $3/hour. This period lets us both confirm the fit while you learn our scripts, tracking sheet, and follow-up cadence. Training pay is released every Friday here on Freelancer; your first regular payment follows immediately after the training window. Should everything run smoothly, you’ll step into the ongoing Hiring Manager role for both companies. The role demands: • Strong communication skills for confident phone outreach an...
... Drive setup and validation of payroll data conversion elements. Provide expertise on Time & Absence where required, especially in relation to payroll. Participate in Launch methodology planning and execution. Required Skills & Experience Workday Payroll Experience Must. (Workday Certified preferred). Experience with Time & Absence (Workday Certified preferred). Willing to learn. Strong hands-on experience with Workday Payroll configuration in areas such as: Payment elections, rules, banking setup Payslip/check layouts Costing and GL setup Pay components, accumulations, balances Involuntary withholding orders Audit and Payroll Command Center Tax configuration (federal, state, local), ACA,...
...Handling common objections * Follow-up methods * Appointment setting * Lead tracking You will initially learn and understand our workflow. Based on your performance, consistency, and ability to generate genuine leads, regular work and new opportunities can be provided in the future. ## Who Can Apply? We welcome applications from: * Students * Freshers * Freelancers * Telecallers * Sales professionals * Lead generation executives * Appointment setters * Experienced or beginners interested in sales Previous experience is not mandatory. The most important qualities are: * Good communication skills * Confidence while speaking * Basic English/Hindi/Hinglish communication * Willingness to learn * Consistency and discipline * Professional attitude * Ability to communicate ...
Create a polished, formal-tone resume that positions my administrative background in the best possible light for employers. The document must spotlight three key pillars of my experience—office management, data entry and management, and customer service—while weaving in my strong organizational skills, proven reliability, and eagerness to learn new processes. I need a complete, ready-to-submit resume/CV presented in a clean, modern layout, optimized for both human readers and common ATS systems. Content should include a succinct professional summary, a core-skills section, accomplishment-focused work history, relevant education or certifications, and optional space for references. Clear, measurable results or examples (e.g., time saved, accuracy improved, customer satis...
I'm looking for a skilled machine learning expert to help with a ML project . Work includes: ML p...results, visualizations, and other necessary files so someone can clone the repo and understand and reproduce the project easily. The goal is to make the projects look professional, research-oriented, and strong on my GitHub/CV. Key Requirements: - Experience with clustering and classification algorithms - Ability to preprocess and clean datasets - Proficiency in Python and ML libraries (e.g., scikit-learn, TensorFlow) - Strong analytical and problem-solving skills - Basic knowledge of deep learning Ideal Skills and Experience: - Previous projects in data clustering or classification - Familiarity with handling large datasets - Good communication skills to explain find...
...application process. When a prospect meets our eligibility criteria, you’ll nudge them toward a firm commitment and record the outcome along with basic call notes and follow-up dates in a simple tracker (Google Sheets or similar). Because the conversations follow an established script and CRM workflow, I’m open to someone with entry-level experience—as long as you’re friendly, organized and willing to learn quickly. Training on our programs, tone and admission policies is provided on day one; after that you should feel confident handling calls independently and hitting weekly conversion targets. Deliverables • Daily log of calls, social-media chats and follow-ups • Weekly report showing inquiries handled, qualified leads and admissions clos...
...progress quickly yet accurately. These are the three pillars I need your lessons to cover: • Pronunciation – correcting each makharij and sifaat from the very first letter • Rules and aspects – theory behind Ikhfaa, Idghaam, Qalqalah, Madd, etc., explained in simple English before we apply them • Practical recitation practice – line-by-line coaching so I can recite confidently on my own I learn best with a structured syllabus, weekly homework, and clear feedback on mistakes. Please be comfortable using Zoom (or a similar platform) with screen-share, annotated PDFs, and high-quality audio so subtle sound differences are easy to hear. By the end of our program I should be able to: 1. Recite Juz Amma fluently while applying all rules...
...ability to follow the process. ## Skills We Look For There are no specific educational qualifications required. You should have: * Clear communication skills * Basic Hindi/Hinglish communication ability * Basic understanding of English * Confidence while speaking on the phone * Willingness to learn * Consistency and discipline * A professional attitude * Smartphone and a stable internet connection Students, freshers, and people without previous sales experience can apply if they are willing to learn. ## Important Rules * Be respectful and professional with every prospect. * Do not make false promises or guarantee business results. * Do not offer discounts or change pricing without authorization. * Do not misrepresent AX Media or its services. * Update the status of ...
Looking for a developer to build an iOS/Android app that helps couples and friend groups decide what to do locally. Core functionality: Collect local events, activities, restaurants, attractions, etc. from online sources/APIs Users create ...sources/APIs Users create or join a couple/friend group Each person privately selects what they’re interested in that week App recommends a small shared batch of activities based on group interests Each person privately votes NO, LIKE, or LOVE When multiple people like the same activity, it becomes a match Show useful details such as location, date/time, price, directions, tickets/reservations, etc. Learn from past votes to improve future recommendations Push notifications for new recommendations and matches Basic admin tools to review/man...
...putting together a series of evidence-based, interactive online resources that teach disease prevention to a broad community audience. The goal is to translate clinical guidelines and public-health recommendations into clear, engaging learning experiences—think click-through modules, short quizzes, infographics, and other micro-interactions that keep users involved and motivated to act on what they learn. Here’s what I need from you: • Research and verify up-to-date, reputable sources (CDC, WHO, peer-reviewed journals). • Write concise, plain-language copy at an 8th-grade reading level while preserving medical accuracy. • Design or storyboard the interactive elements so they work smoothly on web and mobile (HTML5, SCORM, or a format you recommend)....
...submitted via CRM immediately upon contact made, responses, and next steps • Ongoing contact and follow-up may be required to affirm corporate relationship build Acceptance criteria A deliverable is considered complete when the executive personally agrees to a site visit (virtual or in-person) and the appointment is entered on our shared calendar which include personal contact info. If you learn fast, communicate effectively, and thrive on relationship-driven solution selling, I’m ready to get started!...
I’m preparing a cross-channel push aimed at bringing qualified leads into our funnel and need a complete strategy and execution plan that lives comfortably on Facebook, Instagram, and LinkedIn. The campaign must speak to four distinct audience segments—young adults (18-25), professionals (25-40), seniors (40+), and even kids who want to learn—so messaging and creative will have to flex by age bracket while still feeling like one cohesive brand story. Content mix Blog posts for authority, short videos for quick engagement, and eye-catching infographics for easy sharing will form the core of the programme. Everything should be optimised for each platform’s best practices and tied to clear calls-to-action that route prospects into our CRM. Scope & key...
I’m starting a new initiative and need a reliable assistant who can jump in, learn fast, and take ownership of a variety of small-to-medium tasks as they arise. What I’m looking for • Someone who can dedicate focused time and energy to my project, meeting every deadline without reminders. • A quick learner who is comfortable collaborating, asking clarifying questions, and acting on feedback the first time it’s given. • A disciplined self-starter who takes pride in producing neat, well-structured work—whether that’s a short write-up, a bit of online research, simple data entry, or helping organise project files. Typical tasks you might handle • Drafting clear, concise documents or summaries. • Maintaining shared spread...
...structure, visual direction and designer blueprints already exist, please price the project on the basis that **you are expanding an established system rather than creating an entire website design and brand from scratch. Longer-Term Opportunity This is important. We have considerably more design work beyond this project. We are deliberately looking for somebody we can get to know and who can learn how we work. If we find the right person, good design ability, reliable, easy to communicate with and commercially sensible, we would like to continue giving them further projects. This could develop into regular ongoing work and, potentially, a more permanent opportunity in the future. For this first project, however, we are looking for a clear fixed-price agreement with define...
...as execution. Once goals and KPIs are agreed, I expect you to handle audience and keyword research, ad copy and creative, budget allocation, tracking setup (Google Tag Manager, Meta Pixel), and ongoing optimisation. Because I don’t have active campaigns running right now, you’ll be building fresh accounts or structures from the ground up, but please bring ideas on how we might quickly test and learn. Transparent reporting is essential; I’d like concise weekly summaries highlighting spend, conversions, and next-step recommendations. Deliverables • Campaign blueprint with objectives, targeting, and projected metrics • Live Google Ads and Meta Ads campaigns configured and approved • Conversion tracking properly integrated and tested • ...
I’m refreshing my lineup of services and want copy that instantly clicks with a young-adult audience. Each description should feel casual and upbeat while making the price-friendly angle crystal clear, so readers s...shout “cheap.” You’ll receive a short brief for every service outlining features, tone cues, and any must-include phrases. From there, craft concise, benefits-first copy that: • Speaks directly to 18- to 30-year-olds in everyday language • Highlights affordability as the standout hook without sacrificing credibility • Ends with a light, motivating call-to-action that nudges them to try or learn more Please share one or two samples of similar work (ideally aimed at Gen Z/young millennials) and let me know your typical turna...
Marketing Automation Specialist Needed | Vaak Creative About Us Vaak Creative is looking for an experienced Marketing Automation Specialist to enhance our digital presence and streamline our marketing campaigns. Learn more about us: Project Overview We're seeking a talented freelancer to implement and manage marketing automation solutions for our growing business. This is an ideal opportunity to showcase your expertise in marketing automation platforms and strategies. Scope of Work Set up and configure marketing automation tools/platforms Design and optimise automated email campaigns Implement lead nurturing workflows Create customer journey automations Integration with existing CRM/business tools Performance tracking and optimization Documentation and training
...content should center on the benefits and real-world results of this single item. Here’s how I picture the flow: you receive the product, create an authentic reel or carousel plus a supporting story, include the trackable link I send you, and publish at an agreed time to maximise reach. Because the goal is to drive website traffic, clear calls-to-action—“tap the link in bio” or “swipe up to learn more”—are essential. To move forward, I’ll need: • Your handle and follower count (ideally 5 k–50 k) • Audience demographics, recent engagement stats, and a couple of posts you’re proud of in the beauty space • An outline of the creative angle you’d like to take, so it feels natural to your feed ...
Sales Development Representative: Generating leads through social media and email communications. This is outbound lead generation. Your workflow will consist of taking a lead list and then reaching out to these people on differing platforms and building a report. Your ultimate goal will be to learn more about the person/business or try and get referrals for who does this in this division. You will have to follow a message quota system with around 200 messages per week, with around 10 to 20 converted messages backs. We want someone with historical experience. Therefore, to be considered, I want you to: 1. State what experience you have. 2. Show proof of that experience. 3. Send an introductory video explaining something technical about your experience as a Sales Development Represe...
...needed, but you should be willing to learn manufacturing-aware design principles. What you'll do Create 3D CAD models of plastic parts from briefs, sketches, or reference images Apply DFMA principles for plastic mass production (wall thickness, draft angles, ribs, tolerances, etc.) Design parts suited to plastic manufacturing processes (injection moulding, vacuum casting, 3D printing) Build clean models with guidance Make revisions based on feedback Export files as needed (STEP / STL / drawings) What I'm looking for Some basic CAD ability (any software — courses, personal projects, or self-taught all fine) Interest in or awareness of design for plastic manufacturing (DFMA) Ability to work independently and manage your own time once briefed Willingness to le...
...flows, wireframes, and content outlines, but in short I need a complete, production-ready web application that: AiLP – AI-Powered Lifelong Learning & Knowledge Platform We are looking for an experienced Full-Stack / AI Developer or small team to build AiLP, a member-centred platform for lifelong learning, knowledge creation, tutoring, collaboration and monetisation. AiLP will allow members to learn, create, teach/share knowledge, tutor, mentor, collaborate and earn within one account. The interface adapts around the individual member and their current goals. Core functionality includes: AI-assisted course and content creation from text, PDF, Word, PowerPoint, audio and video Simple drag-and-drop Creator Studio for non-technical users AI-generated lessons, quizzes, asse...
...and working hours • Ability to work independently and meet project commitments • Willingness to represent professional experience accurately and personally complete all interviews Relevant technologies may include: DevOps/Cloud/SRE: AWS, Azure, GCP, Kubernetes, Docker, Terraform, CI/CD, Linux, monitoring, infrastructure automation and DevSecOps. AI/ML: Python, PyTorch, TensorFlow, scikit-learn, generative AI, LLMs, NLP, computer vision, MLOps, model deployment and cloud ML platforms. Data Engineering: Python, SQL, Spark, Databricks, Snowflake, BigQuery, Redshift, Airflow, Kafka, ETL/ELT, data lakes and data warehouses. How to Apply: Send a direct message containing: • Your résumé • LinkedIn profile • Primary t...
...carpenters, and similar pros—then keeps them coming back thanks to intelligent, time-saving features. Here’s the experience I’m imagining: • A clean, modern interface that feels instantly familiar to everyday users. • Onboarding that asks only what’s essential and then uses that data to surface the right service professional in as few taps as possible. • Behind the scenes, AI modules that learn user behaviour, streamline job matching, and handle basic questions without flooding human support. • Real-time job tracking, secure in-app payments, ratings and reviews, and an admin console where I can monitor bookings, payouts, and performance. Key deliverables I expect from you: 1. Customer app, provider app (or toggled r...
I have a corpus of plain text that needs to be explored through topic modeling. The job is strictly data analysis: no data entry or cleaning tasks are required beyond the us...code (Jupyter notebook or .py script) plus a brief write-up of methodology, parameter choices and results. Acceptance criteria • Code runs end-to-end on my machine without missing dependencies. • Topics reach an acceptable coherence score (please propose your preferred metric). • Deliverables are received within the agreed timeline and can be iterated once if needed. Python (gensim, scikit-learn, spaCy), R, or another modern NLP stack is fine as long as the environment is documented. If you have previous work demonstrating strong results in topic modeling on text data, feel free t...
...orders and fixing the odd after-sale hiccup. At the end of each day, you send me a short rundown of the orders and flag anything that needs my attention. Straightforward, honest work. In return: around 30 to 36 hours a week on a schedule we sort out together, $35 to $40 per hour plus super, paid by direct deposit every fortnight. The three-month trial is at the full rate - no cut in pay while you learn the ropes. Weekends are quiet; clear the orders, send the summary, and the rest of the day is yours. I'll train you myself in the first week and I'm quick to answer questions, so you'll never be left guessing. You don't need e-commerce experience. You do need to be organised, comfortable with spreadsheets and clear written English, and happy to work unsupervis...
...launching campaigns Understanding Campaign, Ad Set, and Ad structure Targeting and audience research Retargeting setup Budget and bidding strategy Reading and understanding Ads Manager metrics Troubleshooting common Meta Ads issues Ensuring all setups follow Meta policies and best practices Important: I do NOT want someone who simply takes control and does everything without explaining. I want to learn the complete process. The freelancer should be willing to: Guide me step-by-step through screen sharing/video calls. Explain what we are doing and why. Help me set up everything correctly using my own business accounts. Follow Meta policies and legitimate best practices. Be available for ongoing support and training. Please apply only if you have strong experience with Meta Bus...
...design, implement, and validate an anomaly-detection model that flags faulty nodes, suspicious traffic, or out-of-range measurements in near-real time. Feel free to select the technique that best fits the data volume and complexity; I am open to statistical, classic machine-learning, or deep-learning pipelines as long as the final system is transparent and reproducible. Python (NumPy, Pandas, Scikit-Learn, TensorFlow/PyTorch) is preferred for ease of deployment, though MATLAB is acceptable if it yields stronger results. The deliverables should be: • Well-commented source code and any trained models • A concise README explaining setup, model logic, and how to retrain with fresh data • A short performance report summarising detection accuracy, false-p...
...and branding. Main visitor journey: Understand NINA → Explore Courses → See Price & Duration → Detailed Course Page → Understand Curriculum/Benefits → Enquire/Register/Enroll PHASE 1 – WEBSITE + COURSE CATALOGUE 1. HOME PAGE Include: NINA branding and hero section What NINA is Nutrition education/training positioning Featured/popular courses Course cards with price and duration Workshops Why learn with NINA Founder introduction Testimonials/reviews Blog/educational content Enroll/Enquiry/WhatsApp CTA Professional footer The design should be clean, trustworthy and easy to understand. 2. ABOUT NINA Include: About NINA Mission Vision What NINA teaches Nutrition education approach Who NINA is for Why NINA was created I will provide the act...
...sessions for interested leads Maintain accurate call records and lead status in Google Sheets/CRM Follow up with warm leads via WhatsApp/call until conversion Meet daily/weekly call and conversion targets Requirements: Good communication skills (Hindi/Marathi/English as needed for local businesses) Confident, persistent, and comfortable with rejection Basic understanding of sales or willingness to learn a script Smartphone and stable internet/calling setup Prior telecalling/sales experience is a plus but not mandatory What We Offer: Fixed pay + attractive incentives per successful conversion Flexible working hours Training on call scripts, objection handling, and product pitch Growth opportunity into sales team lead role as the business scales...
I have a raw customer dataset and I need a predictive model that can automatically segment these customers into actionable groups. The job begins with cleaning and preparing the data, moves on to feature engineering, and culminates in training and validating a segmentation model in Python—ideally using pandas, scikit-learn (or similar), and clear visual output via matplotlib or seaborn. What matters most is accuracy and interpretability. I want to understand which features drive each segment, so well-commented code, concise documentation, and an executive-level summary of insights are essential. Final deliverables should include: • A reproducible Python script or notebook • The trained model (saved or easily retrainable) • A brief report highlightin...
...JavaScript to keep interactions smooth. I expect a clear separation of concerns: Jinja templates or a lightweight JS framework for rendering, static assets organised logically, and reusable components wherever possible. The application also needs a predictive analytics module. Users with the correct permissions should be able to upload or select datasets, run a predefined model (you can start with a scikit-learn prototype), and receive the predictions presented in an intuitive format. I am open to your suggestions on model choice and visual presentation so long as the code remains modular and well-documented. Quality is critical. Please make sure: • code follows PEP 8 and Flask best practices; • configuration values and secrets never sit in the repo; •...
I am looking for a skilled copywriter to create engaging social media content for a small business. The content should be creative, easy to understand, and suitable for the target audience. The goal is to attract attention, increase engagement, and encourage potential customers to learn more about the business. Deliverables: 10 engaging social media captions 5 promotional posts Clear calls-to-action Friendly and professional tone Original and easy-to-read content Please provide high-quality work and complete the project within the agreed deadline.
AI StudyOS is an AI-powered student assistant and productivity web application designed to help students learn, practice coding, prepare for exams and organize their studies. I developed this project using HTML, CSS, JavaScript, Node.js, and Gemini API. Key features: AI Chat Assistant PDF Question Answering AI Quiz Generator Exam Mode Coding Mentor Study Planner Progress Tracking Study Streaks Achievements AI Study Recommendations Chat Export Responsive User Interface This project demonstrates my skills in frontend development, backend development, API integration, AI integration and UI/UX design.
...my home office and keep day-to-day client support running smoothly. The work centres on greeting or calling clients, preparing simple paperwork, keeping the workspace tidy and organised, and generally making sure each visit or call feels personal and professional. No specialised background is required—I’m happy to teach my exact routines—so a helpful attitude, reliability, and the ability to learn quickly matter more than an impressive résumé. Key details • Location: United States only • Hours: strictly part-time. • Tools: basic computer use (email, calendar, simple documents) and a phone for client calls. I provide all accounts and walk-throughs. When you reply, simply confirm: 1. Your general weekday and weekend ava...
...my home office and keep day-to-day client support running smoothly. The work centres on greeting or calling clients, preparing simple paperwork, keeping the workspace tidy and organised, and generally making sure each visit or call feels personal and professional. No specialised background is required—I’m happy to teach my exact routines—so a helpful attitude, reliability, and the ability to learn quickly matter more than an impressive résumé. Key details • Location: United States only • Hours: strictly part-time. • Tools: basic computer use (email, calendar, simple documents) and a phone for client calls. I provide all accounts and walk-throughs. When you reply, simply confirm: 1. Your general weekday and weekend ava...
...at 15 uses) toward your specialist audience. Evaluators who hit the usage cap and share feedback receive a steep discount code toward our full paid product. You earn on both the funnel activity you generate and the resulting sales. We're recruiting up to 5 Promotions Managers, each assigned a distinct field, so outreach doesn't overlap and each manager can speak credibly to their own audience. Learn more about the product line at before applying - it'll help you speak specifically to your field rather than generically. FIELDS OF APPLICATION (pick the one that fits you) - Noise control and industrial acoustics - engineers, consultants, and technicians working on industrial noise/vibration problems (dairy plants, sewerage plants, compressors, bearing fault trend...
I’m running Frigate on an MS-01 (13th-gen i9, USB Coral) with eight cameras—six EmpireTechs, one Amcrest, and one SV3C. Each camera provides two streams and everything is routed through go2rtc. Right now...accelerator. • Optimise go2rtc mappings so transcoding is avoided whenever possible. • Deliver a clear, commented yaml set that I can drop straight into my existing Docker stack. Acceptance criteria • CPU usage at idle ≤ 15 % and under motion load ≤ 35 %. • No dropped frames or disconnects across any camera for a 24-hour test window. • All edits documented inside the yaml files so I can learn from the changes. If you’ve tamed Frigate and go2rtc before, I’d love to see your approach. Let’s get this conf...
...the phone, sparking interest in our solutions, and—most importantly—securing solid appointments for our sales team. Your day-to-day will revolve around outbound cold calls, brief discovery chats, and neatly handing off qualified prospects once the calendar invite is locked in. I work with modern tools (HubSpot CRM, ZoomInfo, Aircall), so if you already know them, great—otherwise they’re easy to learn. To move forward, share a quick note about your Past work that shows: • The kind of targets you’ve called • Your appointment-setting results or KPIs • A brief audio sample or call recording that highlights your accent I’ll provide call scripts, objection-handling guidelines, and a point of contact for any technical questions. ...
...score - Cancer Cell Fraction (PyClone-VI), VAF, gene expression, mutant allele expression - Normal brain expression (GTEx), CNS GO flag, microglia signature - Human proteome homology (BLAST), self-antigen flag (IEDB) - HLA allele frequency (AFND), HLA category - Peptide length, hydrophobicity, net charge, stability - Assemble 23-feature matrix Stage 4 - Model Development - Install Python 3.10+ (scikit-learn, xgboost, torch, pandas, numpy) - Train XGBoost (n_estimators=300, max_depth=6, learning_rate=0.05) with 5-fold CV - Train Random Forest (n_estimators=500, max_features='sqrt') with 5-fold CV - Train Neural Network (23 -> 64 -> 32 -> 1, dropout 0.3, Adam, BCE loss) - Apply early stopping on validation loss - Train logistic regression meta-learner on ...
## Project Overview We are looking for an experienced React Native developer to build a cross-platform language learning mobile application for iOS and Android. The application will allow students to learn languages, find teachers, schedule lessons, manage bookings, and track their learning progress. An existing booking application is already developed and operational. The new mobile application must integrate with the existing booking system through its available REST API/backend. The booking system itself does NOT need to be rebuilt. ## Main Features ### 1. Student Authentication & Profile * Student registration and login * Forgot password * Student profile * Edit profile * Language selection * Learning-level selection ### 2. Student Dashboard The dashboard should disp...
Hi Sammy, Thank you for the opportunity. I’m happy to start with a 3-week trial and see how we work together. During the trial, I’ll support your ...Thank you for the opportunity. I’m happy to start with a 3-week trial and see how we work together. During the trial, I’ll support your social media, content planning, community engagement, influencer coordination, and PR-related tasks based on your priorities and workflow. I’m also happy to learn your systems and processes so I can become more efficient and provide consistent long-term support. I’m comfortable working independently, keeping tasks organized, communicating clearly, and adapting as I learn more about the brand. I’m looking forward to getting started and hopefully build...
...of spelling or factual errors. • All high-severity risks carry an owner and mitigation plan. The scope may expand as you grow in the role, but the initial engagement centres on these coordination duties. Familiarity with basic project management concepts is important; advanced certifications are not required at this stage. Steady responsiveness, solid written English, and the willingness to learn our processes will make the collaboration flow smoothly....
Open Source tools are an excellent choice for getting started with Machine learning. This article covers some of the top ML frameworks and tools.
This guide is intended for anyone who has a text problem they want solved
Here is a summary of nine machine learning tools to help reduce the work needed in preparing a model.