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    ...intelligence. Merely submitting unmodified, AI-generated content will not meet our standards and will result in rejection. Key Deliverables: 1. Time Series Analysis for Local Fuel Prices: - Identify seasonal patterns to determine the best purchase and sale times. - Analyze long-term trends and volatility for gasoline, diesel, and LPG prices. 2. Statistical Modeling (SARIMA for Each Fuel Type) - Split the dataset for each fuel type into training and testing sets. - Identify optimal SARIMA parameters (p, d, q)×(P, D, Q, s) for each fuel type through iterative testing and evaluation. - Conduct a grid search for optimal SARIMA parameters and perform model evaluation using metrics like AIC, BIC, and RMSE. - Use time series cross-validation to assess the performance of the SAR...

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    ...The user will click on an icon in the form details page that will redirect them to this report page. The customer will filter the date range (default: last 30 days) and run the report. The report will load with the default data when the page loads. Design Notes: - Make it fit with the current color and design of the app site - Use a clean style - Make sure all the graphs have numbers on the bar's showing the count for bars - ONLY USE BAR GRAPHS at this time - Must be printable. watch pagination to be sure that the graphs do not get split from their labels. - Must be boostrap compatible Functionalities Allow the user to hover over the graph and select "View Data", "Change Graph Type", or "View Submission: - if they select view da...

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    I'm facing a WooCommerce issue where tax calculations are persistently being computed incorrectly, seemingly influenced by different pricing tiers. Freelancers bidding on this project should take the following into account: - Deep understanding of WooCommerce is required, with particular experience in dealing with tax-related issues. - Ideally, previous experience in handling tax calculation disparities across various pricing tiers. - Collaborate with me in understanding and defining the pricing tiers to resolve the issue efficiently. - Must provide guidance on preventing such tax calculation errors in the future. If you're up for the challenge and are well experienced in troubleshooting WooCommerce, I want to hear from you.

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    I am currently spearheading a project aimed at developing a network of electric vehicle (EV) charging stations. For this venture, I am in search of a proficient electrical engineer with specific expertise and experience in the design of electrical systems tailored for electric vehicle charging stations. Block of flats with multi level underground car park for +100 EV chargers **Key Responsibilities:** - **Electrical System Design**: Create comprehensive electrical system designs that are scalable across multiple EV charging stations. - **Innovation and Efficiency**: Ensure designs incorporate the latest in EV charging technology, focusing on efficiency, reliability, and scalability. - **Sustainability Focus**: Designs should prioritize sustainability, aiming to minimize env...

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    I need an expert in Excel to create a dynamic and functional price list for me. My project requires an immediate start. Key Requirements: - The price list should perform calculations. I want a system where I enter a specific code and instantly get a price. - Use data validation rules to keep the list neat, organized and error-free. - Web the list using the conditional formatting feature for more user-friendly interactions. Ideal Candidate: The ideal candidate would have extensive experience in Excel, specifically setting up calculation formulas, data validation, and conditional formatting. Skilled at organizing large sets of data would be preferred. Must be ready to start immediately with a quick project turn-around.

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    I'm seeking an expert to design a duct system for a small residential house. This duct system will be integrated with a forced air heating system. Your experience and skills should include: - Proven experience with ductwork design for heating systems - Particular expertise in forced air heating configuration - Knowledge of optimizing ductwork for small spaces Proficient User of CAD or similar digital drawing tool would be ideal. Your design should optimize air flow and efficiency, making the best use of available room space.

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    I'm in need of an Excel developer who can customize and enhance my existing spreadsheet by adding necessary mathematical formulas and calculations. Key Tasks: - Focus on addition of of SUM and AVERAGE calculations to streamline data analysis and reporting. Experience and Skills: - Proven expertise in Excel spreadsheet customization. - Proficient in building SUM and AVERAGE calculations. - Detail-oriented with strong problem-solving skills. - Ability to understand and fulfil the requirement effectively. Your role will contribute to a more efficient and accurate analysis of the data, ultimately improving my decision-making process based on this data. Serious and experienced candidates only, please.

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    the job that need to be done Form 1 is going to be a multi step one , 4 pages with 5 fields or so on each Form 2 is initially one page but i prefer to split it into 3 steps (multi step form again) Form 3 is a booking appointment form , you can use any plugin if it has what i need all the info will be provided on private my budget is mentioned here so do NOT ask me for my budget, just apply if you feel it's good for you

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    I'm looking to create a desktop application from scratch that integrates Google Map. This application should provide the following features: - Track Current Location: The system should be able to detect and display the user's current location at all times. - Distance Calculation: Utilize Google Map's distance calculation fu...user's location and other points of interest. - Location Search: Allow users to search for specific locations and have them displayed on the map. Ideal Skills And Experience: Proficiency in programming with Google Map APIs, a solid track record in creating desktop applications, and a good understanding of location-based services. Specifically, experience with current location tracking, distance calculations, and location search functionali...

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    ...dashboard. This digital platform will focus on providing real-time, historical, and benchmark comparison data on two key air quality metrics: CO (carbon monoxide) and O3 (ozone). The objective is to make this information easily accessible and understandable to users, facilitating better awareness and decision-making around air quality. example: **Core Requirements:** - Incorporate live data tracking for CO and O3 levels. - Display historical data trends for each metric. - Compare current levels against established health and safety standards. - Design should be clean, minimalistic, and user-friendly. **Ideal Skills and Experience:** - Proficiency in UI/UX design with a portfolio demonstrating clean, intuitive designs. - Experience in working with envir...

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    ...well-versed in both HVAC design and submission protocols for the Wisconsin Department of Safety and Professional Services (WI-DSPS). Your responsibilities will cover: - Reviewing our currently available CAD and PDF files for four 12-plexes, originally crafted by our retiring engineer. - Proofreading these drafts to ensure optimal energy efficiency, indoor air quality, and system reliability. - Submitting the finalized designs to the WI-DSPS. The ideal candidate should have extensive experience in heating, ventilation, and air conditioning (HVAC) systems, particularly in the residential apartment complex context. A strong understanding of WI-DSPS standards and submission procedures for such HVAC designs is vital. Evidence of strong expertise in energy efficie...

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    My food business needs to source mason jars. We op...preferable, or shipped from abroad) -Prepare a Spreadsheet with the Options so that we can select one. No more than 20 options required, just choose the best based on cost. -NO written summary of options required. Just the spreadsheet. -Deliverable Form: Microsoft Excel -Required Fields: Company Name, Jar Name, Cap/Lid Name, Size (in Milliliter), Material (i.e., glass, HDPE), Product Link, Price/Unit, Minimum Order Quantity, Ships From (Location), Ship Time, Ship Cost, Other Criteria for the jars is attached as PDF. Sample Excel sheet attached as JPEG. The budget is $100 and the time is 3 days from acceptance. If you can complete this project please let us know. The . There is the possibility of future research projects. ...

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    I'm looking for a freelancer capable of creating a basic Pinescript indicator for me with the ability to modify existing code. Here's what I need: - Custom Indicator Creation: The crux of this project is developing a simple Pinescript indicator that performs straightforward calculations. - Code Modification: Tweak and optimize an existing Pinescript to better fit my trading strategy. What I'm looking for: - Prior Experience: Your application should showcase relevant past work. - Pinescript Proficiency: Demonstrable skill in writing and editing Pinescript. - Trading Knowledge: Basic understanding of trading and indicators. Ideal Candidate: - Attentive to Detail: Ensures accuracy in every line of code. - Efficient Communicator: Clear updates and open to discussion....

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    ...with a focus on simple interest calculations. The goal is to streamline the workflow for budgeting, forecasting, expense tracking, and financial statement preparation. Key Features Needed: - Versatile budgeting and forecasting functionality - Real-time expense tracking capabilities - Financial statement preparation features Interest Calculator Requirements: - Ability to enter loan amount - Simple interest rate computation - Easy-to-define repayment period setup Ideal Skills: - Proficient in Excel and financial modeling - Background in finance or accounting - Experience in developing financial calculators or tools - Attention to detail and accuracy Key Deliverable: A fully functional Excel interest-only calculator that empowers users with quick calculations and efficien...

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    As an application owner, I'm currently grappling with inconsistencies within the invoice generation system of my Laravel built applicat...more visually pleasing and well-formatted invoice layout. Therefore, bringing on-board a Laravel developer with a knack for quality UI/UX design will be ideal. - You will be tasked specifically to revamp the invoice generation layout as well as report presentation. The quality of the invoice output should not only be aesthetically pleasing, but also accurate and dependable. - needless to mention, due to the nature of the task, I expect the Laravel developer to have proficiency in Laravel development and prior experience in UI/UX design. An understanding of accounting principles could also come in handy to address any inconsistencies in...

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    ...on all machines and screen sizes • All contact forms • The chat widget • Sendy • Website score in benchmark websites Any issues found in the test process will need to be sorted Proposal Ideally, we need a freelancer who is a Synology expert with good expertise in working with WordPress websites and CWP web panels. The proposal should contain the following: • Price • Schedule in working days (split into the task section, testing section, final issues sorting and finalisation) • How much downtime will be needed for the Vultr Cloud server • What will needed from me exactly to perform all of the above? I will need a detailed document with the list to provide it before starting. Other than the above there might be 2 more simple 1 page website...

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    Seeking an innovative app developer to create an HVAC design application tailored for selecting various air conditioning equipment and providing detailed itemized costs for each project. ### Ideal Candidate: - Proficiency in 3D modeling - Strong background in HVAC systems - Experience with cost estimation software ### Key Features: - **Equipment Selection**: Implement a feature that allows users to browse and select different air conditioner models for their HVAC designs. - **Cost Estimation**: Integrate detailed itemized costings for project bids, ensuring accuracy and precision in financial planning. ### Deliverables: - A responsive HVAC design app - Accurate cost estimation module within the app - User-friendly interface for equipment ...

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    I'm seeking an expert in network administration to enhance my business's cyber security and streamline our internal network. Here are my specific needs: - **Wireguard VPN Tunneling and Routing**: Split tunnel route specific servers for Internet access through Wireguard. Expose port access of server and route through Wireguard tunnel. **What I Am Looking For**: - Proven experience with Opnsense setups and troubleshooting. - Strong knowledge of VPN tunneling and routing, specifically with Wireguard. - Capability in managing and configuring VLANs for traffic segmentation. - A commitment to security best practices and attention to detail. By applying, you're asserting your ability to create a hardened, efficient network that meets the dynamic requirements of a modern...

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    I'm on the hunt fo...hunt for a skilled graphics designer with creative insight and experience modernizing logos, while maintaining brand identity. Your task will be to: - Transform our currently split-themed logo (one is green/white and one is blue/white) into a modern design and maybe also the red/white color schemed version. - We will provide a 2D version of the current logo for you to work from. - There are specific elements that must be retained in this modernisation, details of which will be shared upon job commencement. The ideal freelancer will have prior experience with logo modernization and a strong sense of contemporary design. To succeed in this task, you'd need an eye for visual aesthetics, color combination comprehension, and the ability to a...

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    ...floor/slab. Your expertise will directly influence our construction guidelines. Key Project Requirements: - Develop a prescriptive table for ribbed concrete floor/slab - Ensure the table provides comprehensive construction guidelines - Include advanced detail on reinforcement and connection specifications - Adapt the table to suit multi-unit residential complex scale Ideal Candidate Attributes: - Proven experience in structural engineering - Familiarity with multi-unit residential complexes - In-depth knowledge of building codes and construction standards - Ability to deliver detailed and accurate technical documentation By joining our project, you'll play a critical role in ensuring our construction is both efficient and up to code. I’m counting on your expe...

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    ... The current logo for "Guia de Compras"(in english is "Shopping Guide") is lively and colorful, with the name split over two lines; the top line in a bold, uppercase sans-serif font, and the bottom line in larger, thicker uppercase letters that transition through a rainbow color gradient from red to blue. Below the main text, there's a row of bright icons set against a dark blue or black rectangular backdrop, symbolizing the range of products we cover, from technology to clothing. For our new logo, we're envisioning a design that retains the current logo's playful and engaging character while introducing an updated font and a modern color scheme that aligns with the latest design trends. The new logo should be adaptable across dif...

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    ...You will apply a modern and sleek design philosophy to create an intuitive user interface. - **Backend Development**: You will extend the existing Laravel framework, ensuring robustness and scalability. - **Database Management**: You will manage and optimize SQL databases for better performance and reliability. Ideal Candidate Profile: - Strong experience in Vue.js and Laravel. - Proven track record in fullstack development. - Experienced in SQL (MySQL) and database optimization. - Ability to refactor code while maintaining a well-functioning system. - Expertise to write well-maintainable modular code adhering to the SOLID principles. - Writing unit, integration and application tests for the most crucial parts. - Aesthetic sense aligning with a modern design ethos....

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    Trophy icon infographics designs Ended

    Hi We have 4 core activities in the logistics IT area and would like to have an infographic to create awareness for to enable us to pitch our products. The logic company needs to be in the middle and our solutions for the company arround it . Logistic companies are in a need to deal with quality management. digital acceptance and planning of their shipments and ULD. Our solutions are air cargo industry oriented.

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    I'm seeking a skilled professional who can create a 2D/3D project of an open-air screen structure for projecting movies. The structure would be installed in a park setting. The screen size is 5x8 feet, which makes for a rather large viewing area. The material of the screen itself should be PVC, while the structure supporting it can be either metal or wood. The structure needs to be anchored on a grass-ground (not cement). The idea is to pose two side poles of 6 meters on the ground, and a third pole on the top that needs to turn, to roll up the screen once the projection ends. The successful contractor will ideally have experience with similar installations and be capable of working with the specified materials.

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    ...during open-air movies projections. - The dimensions for the screen are 190x314 inches, so the design should cater to this size accurately. - The desired height of the supporting structure is medium (6 feet). The design should incorporate this specification for optimum viewing. The structure should ideally composed of two side poles and a third one on the top which should also turn, in order to roll up the screen once the projection end. The problem is to malke the structure solid against wind. The pic is only an hand-drown example Ideal skills and experience for this project: - Extensive experience in 3D design - Understanding of structural engineering principles - Prior experience in designing support structures, preferably for open-air settings...

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    I will commission a logo for a boutique travel agency serving premium clients. The agency focuses mainly on air travel, acting as an intermediary between the client and the airline. Company name: MY WAY !!!NOTE!!! I don't want to see airplanes and corny images in the logo. It must be something original. I want the logo to be modern and relate to the domain of operation. I care that the color scheme refers to the premium segment. The logo is to correspond with VIP customers. The logo must look good on both black and white backgrounds. However, I would like the color scheme to be associated with the premium segment so elegance must be maintained. The main use of the logo is website/internet/mailing. I need a logo package (various formats including transparent as well as vect...

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    I require expert assistance with Excel to perform statistical analysis on my project's data. Specific Requirements: - The major task involves handling formulae and calculations pertinent to statistical analysis. - It's crucial to understand and apply regression analysis as it's the specific statistical function I need for my data evaluation. - I possess a range of dates for team members, which should be used to carry out the regression analysis. Ideal Candidate: - Should display a strong grasp of Excel, particularly in statistical functions and calculations. - An understanding and experience in handling regression analysis on Excel is essential. - Ability to interpret and apply complex Excel formulas accurately.

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    I'm searching for an expert in Microsoft Excel to develop an advanced administrative tool for managing product prices effectively. Key aspects of the project include: - Creation of a comprehensive Excel spreadsheet. ...product pricing. - The tool must handle pricing for over 200 distinct products. - No multifunctional currency support needed; single currency only. Ideal candidate expertise: - Proven experience in Excel spreadsheet development. - Mastery of VLOOKUP, HLOOKUP, and other Excel functions. - Ability to create user-friendly interfaces within Excel. - Capable of ensuring scalability and error-free calculations. I'm looking for efficiency, reliability, and ease of use in this tool for regular pricing updates within my team. A successful collaboration could lead...

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    I am seeking an e...field. As the primary audience consists of professionals, it's imperative the site showcases an air of credibility, reliability, and ease of use. While I've skipped choosing a specific functionality to prioritize, I'd appreciate a balance of a user-friendly interface, content-rich pages, and high-quality responsiveness. Ideal skills and experiences for this project would include but not limited to: - Sound knowledge and proven experience in Wordpress website development. - Experience in creating professional and informational websites. - Understanding of UI/UX design principles. - Proficiency in responsive web design. Your responsibility will be the end-to-end creation of the website from layout design to content production ...

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    I'm looking for a talented digital designer who can create a modern, appealing, and functional interior design for my residential condo which includes spaces such as the living room, bedroom and washroom. Key requirements include: Key Requirements (for my freelancing ad) 1. Select 10 best photos, add furniture, remove clutter (if there is a random box), and make this unit look modern awesome. 2. I really need this unit rented out ASAP! If you can show me some of your work that would be much appreciated 3. Main focus is on rooms (living room, bed rooms (s); add really nice furniture to 10 pictures

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    We are building a grocery app and website looking for an Indian Grocery Items Database with UPC, Bar code, Products Name, product description, unit, MRP & multiple images for our online mobile app and website. The database should comprise of all the branded standard grocery items including the following categories, 1. Fruits 2. Vegetables 3. Grocery & Staples 4. Breakfast & Dairy 5. Biscuits & Snacks, 6. Beverages 7. Personal Care 8. Home Care Anyone having the ready database please contact. Will need a sample to analyse the quality Of information and images. Data should be free of copyright protection and should not be copied from Google.

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    This project should take no more than 1-2 hours to complete. I require an expertly developed material takeoff for the doors on a 4 and 6 unit townhome project. The successful freelancer must be experienced in preparing material takeoffs in a quick turn around, with the capability of creating an accurate and detailed list. Key Requirements: - Skill and experience in construction-related material takeoffs. - Strong understanding of door structures, specifically exterior doors. - Ability to quickly understand project requirements and deliver on time. Deliverable: - Accurate and comprehensive material takeoff of doors. This is needed ASAP, suggesting that the hired freelancer should preferably start immediately after being awarded the job. What I want back is an excel spread...

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    I'm looking for a talented freelancer to create a whimsical and fun motion graphics promo video for my company. Here's what I need: ...lines under and the vet press button “Approve treatment”. Pet owner is at home with his sick pet and having a paper has word “Medicine Prescription” then open the mobile application “App2” and press button “Schedule Visit”, then the door get knocked and a nurse going inside and petting the sick animal then get a tablet on mouth, the animal feel better and the nurse takes a photo of the animal, a split screen happens that the vet in the clinic get the photo of the animal on the screen of his PC with headline “Patient Status” followed by few lines with green check marks and a word ...

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    I am seeking an experienced developer to build a robust and aesthetically pleasing e-commerce website using , react.js, and Node.js. The website should be well-structured, organized, and easy to navigate, enhancing user experience. Ideal Skills: • Expertise in , react.js, and Node.js • Proven track record in e-commerce website development • Strong UI/UX design skills • Excellent debugging and optimization skills The main purpose of the site is to sell my products online. As the client, I did not explicitly mention a need for specific functionalities or the type of information freelancers should include in their applications. However, successful applicants should showcase previous work, proposing their approach towards this project, and demonstrating relevant ...

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    ...different spaces, how it is affected by airflow and the possibility to evenly distribute it. - Air velocity distribution: In-depth analysis of how air velocity varies across different sections of the space. - Contaminant dispersion: Study the possible dispersion of contaminants in indoor air and how effective airflow management could mitigate it. Ultimately, the project aims to significantly improve the indoor air quality of these educational spaces, providing the benefit of healthier environments for students and staff. PREFERRED EXPERIENCE AND SKILLS: - Proficiency in using Ansys Fluent for airflow analysis - Experience in HVAC or indoor environmental quality analysis - Strong understanding of air thermodynamics and contaminant dispersion - Prio...

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    I am looking for an experienced macOS app developer who can create a productivity tool specifically for multitasking. This application should be user-friendly and foster efficient work habits. The core functionality needed is a nice Split View app.

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    The specifics of this project are tailored around the skill set of freelancer @r4rony. 1. Tidy the UX of the Forms, we need to make this easier to udnerstand 2. Split the fields for choosing gift vs choosing product to be included to giveaway gift 3. first nme/surname/order id - mandatory first page to get through to questions and submit for gift 4. this information PLUS QR code for 3 is sent to the "print packing slips" to show the QR and the answers to the page. NOTE: we need to setup a configeration page for this in the app so the user can set the title to go with the qr to the packing slip. EG CLICK THIS QR CODE TO CLAIM OUR FREE GIFT (then this appears bove the qr in bold font on the packing slip) 5. add time tracker and update this on the columns of the "gift ...

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    I am in need of an Excel expert who's proficient in developing custom formulas and using Apps Script for automation purposes. - **Tasks**: - The project involves working with multiple Financial Management Systems (FMS's), with a task to create a master sheet linking all these FMS's. - You'll be required to develop arithmetic calculations that would serve as the backbone of this centralized system. - Using Apps Script, we'd also need to automate certain tasks for improved efficiency and accuracy. - **Format**: - The master document should be laid out in a tabular format using organized columns and rows. Practical and user-friendly layout is key. Ideal candidates would have a strong background in Excel including a knack for custom formulas,...

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    I'm seeking a seasoned programmer to create an Excel add-in compatible with both Windows ...add-in like Wisesheet, that improves and automates financial data analysis. A qualified candidate should possess expertise in JavaScript and a comprehensive understanding of Excel functionality. The add-in should provide the following features: - Advanced Data Analysis Tools: To work with complex sets of financial data effectively and efficiently. - Custom Formulas: To accommodate specific calculations for robust financial modeling. - Charting Capabilities: To visualize data trends and provide useful insights. A deep understanding of financial data and how to handle it will be crucial for this project. Someone with a background in finance will likely be most suited to deliver high-q...

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    I'm seeking a highly efficient and meticulous data entry operator with expertise in Microsoft Excel. For this project, you will be responsible for entering a variety of text data. Please note that no numerical calculations or analysis are required, this is strictly a conventional data entry project. Key Responsibilities: - Accurately inputting text data into Microsoft Excel - Ensuring all entered data is accurate and up-to-date - Meeting project timelines Ideal Skills and Experience: - Proficient in using Microsoft Excel for data entry purposes - Experience with text data entry - Strong attention to detail - Ability to meet deadlines Your attention to detail and accuracy are fundamental to the success of this project. Please only apply if you can deliver high-quality ...

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    We are looking to develop a program which can run different calculations for numerologists and display them in a predefined format It should run on the monthly subscription basis for our users

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    I require an individual passionate and adept at selling physical products. The task at hand involves selling photo booths that come in various types including open-air, enclosed, and mirror photo booths. - Product Knowledge: Familiarity with different types of photo booths or previous experience selling similar products would be an advantage. - Sales Skills: Strong persuasive skills, ability to build rapport with potential customers, and a proven track record in sales. The right person will easily convert prospects to buyers. - Sector Experience: While not strictly necessary, anyone who has experience or a network in the photo booth or events industry will find it easier to navigate sales in this project. The goal of this project is to secure buyers for my photo booths. I am looki...

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    ...experienced mechanical engineer to create detailed calculations for a pumped storage system catering to a 5 MWh capacity. The focus will be to design two reservoirs for effective energy storage and reliable backup power supply. The project requires precision in sizing and evaluating the system's dynamic performance during both charging at 250 kW and discharging between 200-250 kW rates. Key requirements include: - Proficient in mechanical engineering principles, especially in hydroelectric energy storage - Adept at performing energy calculations and sizing reservoirs - Understanding of the optimal operation for backup power systems, not bound by standard voltage levels - Ability to translate technical specifications into practical design Please incl...

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    Thumb Wars **The mobile app game for people who don’t play mobile games** **Request for Proposal (RFP): Cross-Platform Development and Comprehensive Marketing of "Thumb Wars" Game** **Project Overview:** We invite proposals from seasoned game development companies for the design, development, and marketing of a mobile app game named "Thumb Wars." This dynamic word typing game targets users proficient in fast-paced typing, offering solo, head-to-head, and tournament modes. Challenges include word and sentence typing presented creatively, and thematic scenes for each level provide a visually engaging experience. People love to text, some are even addicted to texting, proud of how fast they can text, we believe this game will attract gamers and players that ...

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    I'm seeking a skilled graphic designer who will create a company logo for my small business - **Deliverables**: - A cohesive branding package including a logo, color palette, typography guidelines, and branding elements that can be used across various mediums Air Xpress is a global logistic company that concentrates on air cargo transport. Most of the clients thou are from the Philippines. The company promise a safe, fast, reliable, and affordable transport of cargo via air.

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    ...payments through automated calculations and data management, ultimately aligning with our accounting software requirements. Key Deliverables: Automated Costing Sheet: Develop an automated spreadsheet that accurately calculates trainer fees, significantly reducing manual data entry and the potential for calculation errors. Ensure the spreadsheet supports a fortnightly wage cycle, aligning with our payment schedule. Data Integration and Management: Create a system that seamlessly extracts and arranges raw data from the booking system into the working spreadsheet. Ensure the spreadsheet is capable of initiating a new sheet every fortnight, maintaining organization and consistency in data handling. Advanced Calculations and Reporting: Implement robust calculations ...

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