Predict tournament bracket jobs

I'm seeking a skilled developer to create a sophisticated machine learning system aimed at predicting heart risk issues for patients. This system is intended to primarily benefit doctors, patients, and admin workers in the medical field. Key Responsibilities: 1. Developing Predictive Models: The main objective of this system is to efficiently predict the likelihood of a patient having heart-related issues, specifically coronary artery disease, heart attacks, and arrhythmia. Expertise in machine learning algorithms and predictive modelling is crucial. 2. Integration of Data Sets: The system must be able to handle vast sources of patient data to generate accurate predictions. These include patient's medical history, lifestyle information, as well as real-time health data....

More details: Which specific exchange traded fund (ETF) would you like the signal-based trading strategy to be created for? SPY What programming languages or tools do you prefer to be used for the analysis? Python What key metrics or factors should the multiple linear regression focus on? to predict daily price changes in SPY

I am seeking a skilled PHP developer to help me resolve an intermittent error that keeps showing up in my application. The problem appears randomly, making it hard to predict and debug. Key Requirements: - Experience in PHP development - Strong knowledge of error debugging techniques - Ability to work with limited access to the codebase Your responsibilities will include: - Analyzing the codebase to identify the root cause of the error - Implementing a fix that will resolve the issue - Providing a comprehensive explanation of what caused the error and how it was fixed Given that the error only appears intermittently, it's crucial that you have a strong understanding of PHP development so you can quickly identify and resolve the issue. Also, the limited access to the codebas...

i have to creat a heart risk prediction system using machine learning. my syste is used y hosptal. admin , doctor and patient are my will train the modal, predict the risk. patient will see all the results after they user must have 9 menu.

I'm seeking a mathematician with a deep understanding of financial markets—stocks, foreign exchange, and cryptocurrency markets. Your task will involve creating quantitative and statistical models to predict market trends, identify trading opportunities, and assess risk and volatility. Data for these models will be based on historical data only. Ideal Experience and Skills: - High-level proficiency in quantitative analysis and statistics - Previous experience in financial markets, particularly stocks, forex, and cryptocurrency - Detailed understanding of risk analysis and market volatility - Proven track record in predictive analysis and identifying trading opportunities - Comfortable working with historical data for analysis.

My project involves advancing the visual aspects of my logo and crafting a unique Twitter banner that encapsulates a ...cryptocurrency-themed. It should be professional yet eye-catching, designed to capture attention in a fast-paced social media environment. -Banner should include elements of logo -Banner should include a fire aspect, the full crypto name, which is "ATOM1KLFG" and elements of molecules/atoms and the theme can be drawn from logo and -banner should include taglines "Atom could reach $1,000, analysts predict" and "Atom to $1,000 LFG!"" Ideal skills include excellent graphic design capabilities, familiarity with Twitter banner specifications and trending styles, and an understanding of cryptocurrencies. Previous experience in similar...

I need a Shopify store set up from scratch and properly connected with Facebook and Instagram pixels for efficient social media marketing. Ideal Skills a...store set up from scratch and properly connected with Facebook and Instagram pixels for efficient social media marketing. Ideal Skills and Experience: - Proficiency in Shopify store setup - Experience in setting up and integrating pixels on Facebook and Instagram - Strong understanding of e-commerce and digital marketing - Attention to detail and ability to meet deadlines - It is a kids Charm bracket store so there is a few photo uploads but can show you other store for ideas Please note that this project may expand to include additional features or apps in future, so I'm looking for a freelancer who is open to future...

I'm looking for an experienced data analyst with expertise in python and data modelling to apply a model and predict greyhound results either winner / loser or position. I have attached a data file 8000+ races and 68 data features. The last two columns contain a finishing 'position' and winner classification. Once you have a model that you think is working I will send you a new data file which your model has not seen and you can provide your predictions. If the model work wells then I am happy to pay for it.

I'm looking for a skilled app developer with a strong understanding of numerology and its practical applications. The app should be compatible with the Windows platform and focused around mobile number and internal combination analysis features. Below are the key requirements: - The app has to be able to interpret users' details and predict influences on their personal and professional aspects based on numerological principles. - The developer must have a solid knowledge of coding for Windows and experience with numerology-based software would be a bonus. If you believe you can build an app that not only delivers accurate numerological readings but is also user-friendly, please make a bid.

...balance display, cashier, game selection menus/filters, settings) - Card graphics and animations (dealing, folding, community cards, winning/losing hand highlight/shadow) - Chip graphics and animations (betting, calling, chips collecting in the pot, main pot and side pot(s) positioning) - Gameplay sounds & animations - Table design (Player bubbles, nameplates, chip count, buy-in/top-up menus) - Tournament info panels - Table switching interface - Games included in this release will be No Limit Hold'em (2 cards), Pot Limit Omaha (4 cards), and Blackjack. The ideal candidate should have experience in Rive animation software and be proficient in Flutter development. Strong knowledge of poker game mechanics and UI/UX design principles is also preferred. The developer will ...

I'm seeking a seasoned game developer to create a Ludo game with unique features for Android and iOS platforms. Incorporating a modern design aesthetic, the game should also allow for convenient, multiple-payment gateway options. With particular emphasis on f...user-friendly interface, the skills and experience ideally required for this project include: - Proficiency in Android and iOS game development - Prior experience with payment gateway integration - An eye for modern game design - Knowledge of networking, to create a seamless multi-player experience Key Points: - Ludo game for Android and iOS - Modern design aesthetic - Multiple payment gateways - Tournament functionality not specified, open to suggestions - Admin Panel Please provide a portfolio of your previous work...

I'm in need of a skilled developer or team, capable of creating a multifunctional AI system for a new solar energy business venture. This AI system should offer the following functionalities: - Predictive analytics: The software must be able to predict patterns based on collected data. - Energy consumption analysis: Extract valuable insights from detailed energy usage. - Demand forecasting: Efficiently project future requirements for energy supply, optimizing resource allocation. The system should be compatible with a range of technology platforms including: - Desktop computers: For business-grade, in-office usage. - Mobile devices: To provide on-the-go access and monitoring. - Web browsers: To ensure cloud-based, anywhere access. Finally, the AI system needs to...

I'm looking for a developer capable of creating a crash game prediction application for Android. The software should possess capabilities for historical data analysis and game result forecasting. Key features include: - Utilizing game statistics: The app should efficiently analyse and utilise game statistics to forecast results. - Forecast game results: The application should effectively predict outcomes based on analyzed historical data and present trends within the games. The ideal applicant should have experience in developing similar systems and a deep understanding of data analysis algorithms. Experience with gaming or betting systems would be a plus. Familiarity with Android application development is a must.

STEP file with all 3 pieces - the bracket, the aluminum strip, the rubber insert (for inside the bracket), and the screws

I’m looking for a skilled web developer to create an eCommerce website focused on selling packaged food items. Crucial to this project is the incorporation of sophisticated data tracking capabilities and a distinctive coupon generation feature. Key Aspects: - An intelligent data tracking system should be in place, capable of performing: - Customer behavior analysis, to help predict purchase patterns and tendencies. - Inventory monitoring, to keep a watchful eye on stock levels and alert for required replenishment. - Sales tracking, to keep an accurate record of the business's sales. - A unique coupon generation feature allowing customers to enter a code to avail of particular discounts or rewards. The design should be customer-friendly and intuitive. Skills And...

I'm in need of a minimalistic yet smart jersey design for our Ultimate Frisbee tournament named "A Day on the Beach". The design should incorporate the colours from our tournament logo. The event is held in London (on volleyball pitches) so where possible, London can be incorporated in the design. Essential elements to be included are: our tournament name, our logo, and player numbers on the back of the jersey. Ideal candidate will have experience in sportswear design and a knack for capturing team spirit visually. Inspiration: The final file will need to be provided in multiple formats (.ai or .psd as well as .png).

...Implementing an AI program to sort and segment lists for each campaign. It should consider the following criteria: - Demographic data: Utilizing data such as age, location, gender, and income level. - Customer behavior data: Tracking and understanding customer interactions with the business, such as preferences, buying habits, and engagement. - Purchase history data: Analyzing past purchases to predict future buying patterns and tailor marketing accordingly. The primary goal of the marketing campaigns generated is to increase sales. Ideal candidates should have: - Proven experience in AI development, particularly in database management and marketing. - Strong understanding of data verification processes. - A track record of creating successful marketing campaigns. - Fami...

Seeking a developer with experience in C# and SQL for a predictive artificial intelligence project. Your role will involve developing a model to predict user behavior on a vending machine, utilizing data stored in SQL Server. Proficiency in artificial intelligence is required. Please don't send a bid to later try to increase it. Will be declined.

Create LSTM model in python to predict price for six month in the future.

I need you to fix couple things on my website - push notification message keeps popping up - tiktok login ( create account ) - tournament section needs timer - added credits redeem code popup message auto. Dissapear after 2 sec. - when landscape game icons needs to appear in middle of the screen.

...recipes and the spreadsheet automatically calculates the total cost of each recipe based on the ingredients. - **Menu Pricing**: a feature where I can input the recipes from my menu and the spreadsheet automatically calculates a profitable price based on the recipe costs. - Inventory management: - **Track Inventory Levels**: a feature that keeps an eye on my ingredient stock levels. - **Predict Future Inventory Needs**: an analysis that could help me foresee when I'll need to restock certain items. - **Update Costs Based on Supplier Prices**: a feature that lets me update the costs of ingredients based on the supplier prices, ensuring my calculations are always accurate. The ideal candidate would have: - Advanced Excel skills - Experience in food costing or in...

I'm looking to freshen up our tournament logo from last year for this coming season. Would like to borrow from the concepts in the original design while giving it a distinctly new feel. Should be Bavarian themed with German colors. This is an event for kids so no images of beer steins or other Oktoberfest imagery more suited for adults. Willing to look at entirely new designs but we were happy with this one and would like to have something with a similar feel.

I am seeking a skilled and creative designer for the development of a logo for a new unisex clothing brand, with a target market of young adults aged between 18-35. The brand's values are heavily focused around style and fashion. Key Responsibilities: - Designing a unique, engaging log...logo that communicates the brand's values and appeals to young adults. Ideal Candidate: - An experienced logo designer with a sophisticated understanding of brand creation - Strong background in fashion industry is a plus - Proficiency in depicting style and fashion essence in design - Capable of developing designs that resonate with both male and female demographics in the young adult age bracket. Looking ahead to establish a brand that stands out in the fashion market, through y...

As the developer of a mobile application compa...the developer of a mobile application compatible with both iOS and Android platforms, I am currently in need of a proficient field promoter. The ideal candidate will possess: - Extensive experience in influencing marketing strategies. - Proven track record in field marketing that involves direct interaction with customers. - Experience in targeting a broad demographic spanning from 18-70 age bracket. - Strong marketing skills, both online and offline, to efficiently promote the mobile app and increase user engagement. - Superior knowledge about the app market, current trends, and competitor activities. Ultimately, the selected freelancer should propose a detailed strategy that helps to increase our app's exposure and enhance ...

...of pregnancy-related complications. Methodology: Sample Collection: Collect placental tissue post-delivery from a diverse participant pool. Biomarker Analysis: Use biochemical assays and molecular biology techniques to quantify biomarker levels. Data Integration: Correlate biomarker data with pregnancy outcomes collected from medical records. Statistical Modeling: Apply statistical models to predict the risk of complications based on biomarker levels. Expected Outcomes: Enhanced Screening Protocols: Establish more effective screening strategies for early detection of high-risk pregnancies. Personalized Medical Interventions: Facilitate the development of personalized interventions based on individual biomarker profiles. Contribution to Maternal-Fetal Medicine: Provide valuable ...

...sell signals based on historical cryptocurrency data. Key Project Requirements: - Data Handling: The application should be able to import and use cryptocurrency data from this Kaggle dataset: Binance Full History. - Signal Processing: Integrate Fourier transform and other signal processing techniques to analyze the data. - Model Implementation: Develop and train the LSTM neural network model to predict potential buy and sell points. - User Interface: Design a user-friendly GUI that displays graphs, essential text-based information, and allows users to easily switch datasets. - Development Environment: The entire application must be developed in Matlab. - Project Timeline: You will have one month to complete this project from the date of commencement. Deliverables: - Complete ...

...HTML/CSS/JS. The model should run in the backend to facilitate real-time analysis. Key Project Requirements: - **AI Model Development**: An accurate bone fracture detection model should be developed using Python and TensorFlow. The primary goal of the model is to ensure precision in diagnosing fractures from X-ray images. You can use any datasets available online for free. Model should be able to predict the fracture, body part, highlight the fracture part, - **User Interface**: The UI should be designed to offer an intermediate level of interactivity. This includes incorporating some interactive elements like progress bars to enhance user experience. Use HTML, CSS, Javascript for this. Ideal Skills and Experience: - Proficiency in Python and TensorFlow, with demonstrable...

I am in urgent need of a creative logo designer to create a logo for my upcoming golf tournament. The logo will be prominently featured on hats and shirts, so it needs to be visually appealing and easily recognizable. Key Requirements: - Incorporate a golf flag and a trout into the design. - As the project is urgent, I need a freelancer who can commit to a quick turnaround time. Ideal Skills: - Proficient in logo design - Experience in designing for apparel - Ability to interpret and incorporate specific elements into the design Please include a link to your portfolio or examples of relevant work in your bid. Looking forward to working with a talented designer.

I'm looking for a modern logo design for our company's upcoming hockey tournament. Ideally, the logo should feature a blend of blue, orange, teal, yellow, black, and white. The theme I'm aiming for is a modern look - very similar to attached All Star logo with elements of blue and teal colours from previous tournament logo colour. Key imagery I'd like to incorporate includes main Oilers All star logo with white waves replaced by blue and teal river with teepees, orange puck and skyline to remain the same. Replace "All Star" wording with "Western Canada Colas Cup"/ replace "Edmonton" with "Enoch, AB." / replace '2024" with "2025" replace NHL logo with small yellow Colas Logo. The ideal candidat...

I am seeking a skilled Android app developer to create an eSports-specific application. My crucial requirement is to have a tournament registration feature. Skills and experience needed: - Extensive knowledge in Android app development. - Previous experience in developing tournament or event registration features. - A strong understanding of eSports as a field will be a plus. The successful freelancer will deliver a polished, easy-to-use Android application with a user-friendly registration process for eSports tournaments.

...skilled data scientist to help with churn prediction. The ideal candidate will possess the following skills and experience: - Strong background in data science and predictive analytics - Prior experience working with customer usage and service interaction data - Familiarity with churn prediction models and techniques - Ability to identify factors contributing to customer churn - Capability to predict the likelihood of churn for individual customers - Proficiency in suggesting targeted interventions to reduce churn This project involves: - Analyzing customer usage data and service interaction data to identify factors that contribute to churn - Developing a predictive model to forecast the likelihood of churn for individual customers - Proposing specific interventions or strategi...

...mobile gaming platform. The gaming website should cater to hosting tournaments, complete with a user-friendly registration and login process. Both tournament management and editable leaderboards are essential on the website, making administrative tasks simpler and fostering competitive energy within the gaming community. Preferred skills and experience: - Proven experience in developing mobile-friendly websites. - Strong understanding of user interface design. - Familiarity with gaming websites or tournament platforms is a huge plus. - Ability to integrate a secure user registration and login feature. - Skills in creating a comprehensive tournament management system. - Experience in implementing leaderboards/ranking systems. Let's create an exciting digita...

As an AI specialist, my primary objective is to leverage your expertise in Machine Learning and Natural Language Processing to enhance customer satisfaction through innovative AI technology. Key Responsibilities: - Designing and implementing machine learning models to predict and analyze customer behavior - Developing and integrating natural language processing algorithms for sentiment analysis and customer feedback processing - Ensuring the AI system is well-equipped to provide personalized and efficient services to our customers Ideal Candidate: - Proven experience in Machine Learning and NLP, with a strong portfolio of successful projects - Proficiency in Python (preferred) and familiarity with Java and C++ for AI development - Strong problem-solving skills and an innovative ...

I need a freelancer who can gather the 'following' lists from Instagram for a large set of users. This project is centered around social media analysis and trend prediction. Key Points: - You will only be required to generate a list of followed accounts' IDs for each user that is provided - The data you collect will be used to predict trends in user behavior and preferences Ideal Skills and Experience: - Proficiency in data scraping, particularly from social media platforms - Familiarity with Instagram's API and limitations Further notes - I am very familiar with scraping in general myself. There are many obstacles with Instagram - namely, the endpoint where the 'following' list is found requires a logged in sessionid. I have a very large list of us...

Specifically, the project will involve: - Effective and dynamic animation of a bracket and enclosure interacting with the 3D model. - This interaction would require the objects to rotate around the model and move synchronously with the model's movements. 2 animations 1) a simple animation to show from various angles 2) action animation, showing how the quick connect works, - remove two screws - slide 10mm - raise 10-20mm and the continue raising away maybe with it tilting away

I'm in need of a talented animator proficient in developing object interaction animations for 3D models. Specifically, the project will involve: - Effective and dynamic animation of a bracket and enclosure interacting with the 3D model. - This interaction would require the objects to rotate around the model and move synchronously with the model's movements. I need to 2 animations 1) a simple model rotation to show from various angles 2) action animation, showing how the quick connect works, this is quite simple - remove two screws - slide 10mm - raise 10-20mm and the continue raising away maybe with it tilting away I have attached a image of the model, I have models in STL and STEP to supply to FL that work with us on this Ideal skills and experience: ...

I am creating a dating website and I want a certain age bracket 60-80s year old. I would need a name contact number address preferably email too. I need 500- 10k leads. Any gender Retired; no specific skills or job type More details: Is this project for business or personal use? For an existing business What information should successful freelancers include in their application? Past work How soon do you need your project completed? ASAP

I am looking for a proficient designer to create an engaging, user-friendly mobile app aimed at adults between 10 to 95 years old. The app is primarily for productivity purposes, and needs to be compatible with both iOS and Android platforms. MAIN REQUIREMENTS: -The design needs to cater to users in the 10-95 age bracket. -The app must function seamlessly on both iOS and Android platforms. SKILLS AND EXPERIENCE: - Successful candidates will have prior experience in mobile app design. - Familiarity with both iOS and Android platform requirements is crucial. - Experience creating productivity tools will be a distinct advantage. - Focus on user interface design and the ability to create an engaging user experience for our adult demographic will be highly regarded. Bring your cr...

I am looking for an illustrator who could create a realistic silhouette of a golfer who just won a tournament, captured in the act of celebrating it with both fists pumped. I need a Silhouette like the picture i posted except a male excited about making a putt to win a golf tournament. Under the Silhouette, I need "That's It!" (without the quotation marks) putter must be in right hand. Does not have to be the entire putter; just the grip and shaft works Here's what you need to know: - Style: The drawing must be realistic. If you have a portfolio of similar work, this will be taken into consideration. - Image: The golfer must be illustrated as just having won a tournament, celebrating with both fists pumped. I have a specific vision in mind an...

I'm in need of an experienced web developer for my college project. This project entails creating a web platform with proficiency in various technologies. Key Responsibilities: - Proficient in HTML/CSS/JavaScript and Python/Dja...in related projects. The candidate should clearly demonstrate an understanding of both frontend and backend development, as well as the ability to work independently and meet strict deadlines. A portfolio of similar work would be a plus point. We have our college project name crop Recommendation System using ML. We have collected required dataset for machine learning and and it is running to predict crop to farmers we are getting problem to connect our ML code to display output on side and we have to make some changes to make UI more attractive as UI...

I need a highly skilled Facebook Ads professional to create and management a campaign that is focused on generating leads from individuals aged 25-45 years. Key Responsibilities: - Develop an effective, lead generating Facebook Ads campaign - Regular management and monitoring of the campaign - Making adjustments as needed for maximu...campaign that is focused on generating leads from individuals aged 25-45 years. Key Responsibilities: - Develop an effective, lead generating Facebook Ads campaign - Regular management and monitoring of the campaign - Making adjustments as needed for maximum results Ideal Candidate: - Experience with Facebook Ads, especially with lead generation - Understanding advertising to a 25-45 age group bracket - Proficient in tracking and measuring campaig...

I need a data analyst or researcher to provide data on how much the price of electricity and gas have increased by in the UK from the year 2014 - 2024. This research will be used to predict the percentage increase year on year for our customers moving forward. Specific Data Points: - Historical electricity prices - Historical gas prices - Percentage increase year on year Report Format: The final data analysis report should be in a spreadsheet format, preferably Excel. The main points should be supported with a PDF Data Segmentation: The data should be segmented by consumer type, specifically domestic consumers. Ideal Skills and Experience: - Strong background in data analysis and research - Proficiency in handling and analyzing large sets of historical data - Advanced knowledge ...

I require an experienced machine learning and AI expert to develop a cutting-edge algorithm that will predict tennis match outcomes. The project will also involve creating a user-friendly, interactive website platform to display the predictions. Key responsibilities include: - The successful algorithm should consider various factors such as player performance statistics, match history, and court surface to make precise predictions. - The website should be designed in a way that enables easy navigation and interpretation of the provided data and the outcomes predicted by the AI. Ideal skills and experience: - Extensive experience in machine learning algorithms and artificial intelligence. - Proficient in website design for an interactive user experience. - Preferably, experience i...

I require an intriguing PowerPoint presentation developed to highlight the success of our past vendor sponsorships for our tournament. This presentation will serve as a critical tool for gaining more partnerships in the future. Key Aspects: - The presentation must feature over ten vendors who have previously sponsored our tournament. - Success metrics from these sponsorships should be presented, specifically focusing on achievements like funds raised and the demographics reached. - Emphasize on the events or initiatives made possible through the sponsorships. Ideal freelancers should have: - Strong PowerPoint skills and proven graphics design experience. - Experience in data visualization, to compel potential sponsors with achievement metrics. - Background in marketing ...

The Project Scope: - Implemented a cancel function button so that money does not decrease when the game is canceled. The update items are as follows. 1. If you lose a game, use the Cancel game button to prevent money from being reduced. The Key purpose: - Cancellation of betting events through specific game cancellation events Or I want to predict the result and proceed with the game.

I am on a mission to enhance my brand's presence across multiple platforms - Facebook, Instagram, Twitter, and YouTube. I need an executive who possesses a solid grasp of these platforms and can effectively increase my brand awareness, channel traffic to my website, and at the same time, amplify interaction with my followers. My target audience ranges from individuals within the age bracket of 18 to 44 years old. Extensive know-how in engaging such a demographic is essential. Proficiency in crafting and executing strategic social media plans is equally vital. Let's give my brand the social media visibility it warrants!

In this crucial project, we aim to significantly improve the cybersecurity of data stored on the Google Cloud Platform (GCP), using cutting-edge artificial intelligence methods. Our main goals are as follows: - Use Machine Learning and Deep Learning to detect and mitigate any potential cyber threats before they occur. - Utilize AI to predict and intercept Unauthorized Access, Data Breaches, and Malware Attacks, thereby bolstering our defense mechanisms. The ideal candidate will be proficient in AI, specifically Machine Learning and Deep Learning, and have extensive knowledge of cybersecurity on clouds. Experience with GCP would be a valuable advantage. It's essential for the chosen freelancer to be adept at translating complex AI algorithms into practical cybersecurity soluti...

I'm organizing a large-scale Ludo tournament and need a professional website to manage registrations and display the event's schedule. The platform should cater to the following requirements: - **Registration Form**: A seamless, user-friendly registration form that can handle a high volume of sign-ups efficiently. - **Tournament Schedule**: An area dedicated to displaying the detailed schedule of the tournament, including match timings, dates, and other relevant information. - **Rules & Regulations**: A section that outlines the rules and regulations of the tournament. This should be comprehensive and easily accessible to participants. As I'm expecting a large number of participants, the website should be scalable and robust enough to handle...

I am seeking a highly creative and talented animator to create a 3D animated music video intended for music. The ideal freelancer for this project would: * Have prior experience in 3D animation, particularly music videos. * Be able to craft a dark and mysterious atmosphere, fitting the intended mood of the project. * Have an understanding of interests and trends to make the content ...and talented animator to create a 3D animated music video intended for music. The ideal freelancer for this project would: * Have prior experience in 3D animation, particularly music videos. * Be able to craft a dark and mysterious atmosphere, fitting the intended mood of the project. * Have an understanding of interests and trends to make the content relevant and appealing to this age br...

...integration of Google Analytics 4, and call tracking technologies like Call Rail. Real-Time Data Usage: Describe how you will use real-time data to make immediate campaign adjustments. Include your strategies for using data visualization and dashboards for campaign management. AI-Driven Optimization and Personalization: Predictive Analytics: Detail how you will use AI and machine learning to predict and enhance campaign performance, including examples of tools and their expected impact. Personalization Techniques: Describe your approach to using machine learning algorithms for dynamic ad personalization, focusing on customer acquisition and retargeting strategies. Segment-Specific Remarketing: Advanced Remarketing Setups: Explain your strategies for segment-specific remarketi...