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I need a complete sports-betting prediction system powered by machine-learning techniques. The model must ingest and crunch every layer of performance data—individual player metrics, overall team statistics, and full historical game results—then output win-probability or spread forecasts that can be called programmatically. Here’s how I picture the workflow: • Data pipeline: automated collection and cleaning of player, team, and historical results from reliable public or paid feeds. • Feature engineering: transform raw stats into meaningful inputs (form trends, injury flags, home/away effects, etc.). • Model training & testing: build, tune, and validate one or more ML algorithms (e.g., gradient-boosted trees, neural networks). Solid cross-validation and back-testing are essential. • Prediction service: expose forecasts through a lightweight REST or GraphQL API so I can plug them straight into my staking tool. • Documentation: explain data sources, model logic, and usage instructions so I can retrain or extend the system later. Acceptance criteria – Forecast accuracy beats baseline bookmaker odds or a naïve historical average on a held-out test set. – Reproducible environment (Dockerfile or [login to view URL]). – Clean, well-commented code in Python (preferred) or an equivalent ML-friendly language. If you have existing frameworks, feature libraries, or proprietary approaches that accelerate delivery, feel free to integrate them as long as the final solution remains transparent and maintainable.
Proje No: 40054489
66 teklifler
Uzaktan proje
Son aktiviteden bu yana geçen zaman 2 ay önce
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66 freelancer bu proje için ortalama $14.749 CAD teklif veriyor

A Warm Hello! We are readily available to start working on this project! I have read your job posting and as a full-stack AI & ML development agency with deep experience in predictive analytics, sports modelling, automated data engineering, and scalable API development, we are excited to present our solution for your complete sports-betting prediction system. Our Proposed Solution 1. Data Pipeline Development 2. Feature Engineering & Dataset Construction 3. Model Training, Tuning & Back-Testing 4. Prediction Service (API Integration) 5. Documentation & Maintainability We would be excited to collaborate and deliver a prediction engine that provides measurable forecasting advantage and long-term maintainability. Looking forward to discussing your vision in more detail. Best regards, Ana
$20.000 CAD 70 gün içinde
8,5
8,5

I am an experienced Machine Learning Engineer with a strong expertise in Python and a proven track record of deploying predictive models in complex environments, including sports analytics. My skills in building robust data pipelines, feature engineering, and model training align well with the requirements of your Machine Learning Sports Betting Predictor project. I have previously worked on similar projects, ensuring high accuracy and maintainability of models. I have extensive experience with data extraction and cleaning using automated workflows, transforming raw data into insightful features. I am proficient in implementing advanced ML algorithms like gradient-boosted trees and neural networks, with solid practices in cross-validation and back-testing. My skills in creating scalable REST or GraphQL APIs will enable seamless integration of forecasts. Additionally, my approach includes thorough documentation, ensuring transparency and ease of further development. I am interested in discussing how I can contribute to this project and tailor the system to your needs. Could you share more about the data feeds you currently rely on? Thank you.
$17.000 CAD 45 gün içinde
8,4
8,4

With over 5 years of experience as a Full Stack Developer specializing in machine learning (ML), I am confident in my ability to deliver on your complex sports-betting prediction system. Not only have I successfully built and deployed numerous ML models, but I have also consistently shown the importance of data integrity and feature engineering. While my main tool is Python, I am comfortable working with other ML-friendly languages such as C++ if the project demands it. In addition to my technical skills, I pride myself on my professionalism and thoroughness. I will ensure that your project aligns with the acceptance criteria you've set ensuring reproducibility and leaving no room for ambiguity or questions about usage. My clean, well-commented code will empower you to understand and take control of your system whenever you need to make adjustments in the future. Lastly, let's talk about the bottom line -forecast accuracy. In all my projects, my main aim is to provide an actionable solution that consistently outperforms default options. From developing algorithms to fine-tuning models, my job is not completed until your system is beating the baseline bookmaker odds or historical averages on real-world test scenarios. Hire me today and let's build a winning team!
$20.000 CAD 90 gün içinde
7,8
7,8

⭐⭐⭐⭐⭐ Build a Sports-Betting Prediction System with Machine Learning ❇️ Hi My Friend, I hope you are doing well. I've reviewed your project requirements and see you are looking for a sports-betting prediction system. You don’t need to look any further; Zohaib is here to help you! My team has already completed 50+ similar projects in machine learning. I will create a robust system that ingests data, processes it, and outputs predictions efficiently. I will set up an automated data pipeline to collect and clean player and team stats. I will also transform raw data into meaningful insights and build machine learning models to provide accurate forecasts. You can easily access these predictions through a REST or GraphQL API, making integration simple and seamless. ➡️ Why Me? I can easily build your sports-betting prediction system as I have 5 years of experience in machine learning, data processing, and API development. My expertise includes data collection, feature engineering, model training, and testing. Additionally, I have a strong grip on Python and various ML algorithms, ensuring a high-quality solution. ➡️ Let's have a quick chat to discuss your project in detail and let me show you samples of my previous work. Looking forward to discussing this with you in chat. ➡️ Skills & Experience: ✅ Machine Learning ✅ Data Processing ✅ Feature Engineering ✅ Model Training ✅ Python Programming ✅ API Development ✅ Data Pipelines ✅ Statistical Analysis ✅
$12.000 CAD 2 gün içinde
7,7
7,7

With over a decade of experience in web and mobile development, specializing in sports-related solutions, I understand the need for a cutting-edge Machine Learning Sports Betting Predictor system for your project. I have successfully delivered similar projects in the past, leveraging machine learning techniques to provide accurate win-probability and spread forecasts. My expertise in feature engineering, model training, and prediction services align perfectly with your requirements, ensuring a reliable and efficient system. Focusing on fintech and sports technology, I have a proven track record of developing bespoke solutions that drive results. By integrating AI/ML capabilities, I can enhance user experiences and provide valuable insights for your sports-betting prediction system. I am confident that my skills and experience make me the perfect fit for this project. Please feel free to reach out to discuss further details and move forward with creating a powerful ML-driven sports betting predictor for you.
$16.000 CAD 75 gün içinde
6,9
6,9

Hello, Our team at Modular Solutions understands the complexities of machine learning sports betting predictors and we have the skills and knowledge to meet your project's demands. We possess a strong background in algorithm development and extensive experience in data analysis and machine learning—essential components for creating accurate and reliable prediction models. In Python, which is compatible with your preferred language, we have built quite a few successful models using gradient-boosted trees similar to those you require. Additionally, we pride ourselves on our ability to adapt to evolving environments. Through our prior work, we have developed a number of frameworks and proprietary approaches that accelerate model training and testing processes. Openness and transparency are core principles for us, so all of our solutions remain understandable, maintainable, and reproducible - just as you requested. Modular Solutions offers more than just technological expertise though. We believe in forming strong partnerships with our clients, ensuring consistent collaboration throughout the entire project. With continuous communication and prioritizing transparency, we will make sure your specifications for data sources, model logic, usage instructions etc., are beautifully documented so you can easily retrain or extend the system later. Let's start surpassing your bookmaker odds or naïve models together! Thanks!
$20.000 CAD 6 gün içinde
6,9
6,9

Dear harryb518, We carefully studied the description of your project and we can confirm that we understand your needs and are also interested in your project. Our team has the necessary resources to start your project as soon as possible and complete it in a very short time. We are 25 years in this business and our technical specialists have strong experience in Python, Algorithm, Machine Learning (ML), C++ Programming, Data Science, Neural Networks, RESTful API, Data Analysis and other technologies relevant to your project. Please, review our profile https://www.freelancer.com/u/tangramua where you can find detailed information about our company, our portfolio, and the client's recent reviews. Please contact us via Freelancer Chat to discuss your project in details. Best regards, Sales department Tangram Canada Inc.
$15.258 CAD 5 gün içinde
7,5
7,5

As an experienced Software Engineer, my deep understanding of firmware development, C/C++ programming, and microcontroller-based projects means I am well-equipped to handle complex algorithms and data handling that your project demands. Not only have I honed my skills in Python, a language you prefer, but I've gained a mastery of Linux and circuit design as well. These broad experiences have given me robust problem-solving skills that would be highly valuable as your machine learning sports betting predictor system developer. More importantly, my passion lies in leveraging technology to solve complex problems and creating efficient and scalable solutions. Throughout my career, I've built systems from the ground up, ensuring they are both transparent and maintainable, two characteristics you value. Given this chance, I would do the same for your forecast system - architecting a reliable pipeline for automated data collection and cleaning, employing feature engineering for meaningful inputs, implementing different ML models with rigorous validation and testing methods before finally exposing them through a lightweight API for your staking tool. Ultimately, what sets me apart is not just my technical ability but also my commitment to delivering high-quality work on time. My understanding of embedded systems has instilled in me the importance of precision and meeting deadlines - something I will consistently bring to your project.
$18.000 CAD 90 gün içinde
6,5
6,5

Hi there, I’m excited about the opportunity to develop a comprehensive machine learning sports betting predictor for you! With my background as a top California freelancer specializing in machine learning and data analysis, I've successfully completed numerous projects that align with your needs, earning 5-star reviews on this platform. I understand that you’re looking for a robust system that automates data collection, applies advanced feature engineering, and produces accurate win probabilities through a well-tuned model. I will ensure the data pipeline is seamlessly integrated, employing reliable feeds to gather and clean performance metrics. Leveraging my expertise in Python and ML, I will build and validate multiple algorithms, guaranteeing that our solution surpasses bookmaker odds on the test set. I’ll also create a lightweight API for easy integration into your staking tool and provide thorough documentation for future training and maintenance. Let’s discuss your specific requirements in more detail! What specific player metrics or trends do you consider most critical for the prediction model? Thanks,
$18.315 CAD 12 gün içinde
6,2
6,2

Hi there, I reviewed the job description and understand that you need a transparent ML engine that delivers reliable, testable sports-betting predictions you can plug directly into your workflow. I build end-to-end systems that turn complex performance data into actionable probabilities. How I Will Deliver Your Prediction System - I build automated pipelines to collect, clean, and structure multi-layer sports data. - I engineer features capturing form, injuries, venue effects, and historical trends. - I train and tune ML models with strong cross-validation and back-testing. - I deploy a lightweight API returning programmatic win or spread forecasts. - I ensure reproducible environments and clear documentation for retraining. I bring 8+ years of experience crafting scalable ML pipelines and prediction services. Please open the chat so we can continue the conversation! Warm regards, Idefco Note: The price is just a placeholder.
$10.000 CAD 25 gün içinde
5,5
5,5

Hi there, my name is Tayo. I can build your end-to-end sports-betting prediction system with a clean data pipeline, feature-rich ML models, and a lightweight API that serves win probabilities or spread forecasts you can plug straight into your staking tool. I’ll handle automated data ingestion, model training and back-testing, tuning for accuracy over bookmaker baselines, and deliver everything in a reproducible, well-documented Python environment.
$10.000 CAD 30 gün içinde
5,6
5,6

I have extensive experience in Python, Algorithm, Machine Learning (ML), C++ Programming, and Data Science, making me a perfect fit for the Machine Learning Sports Betting Predictor project. My skills align perfectly with the requirements you have outlined. I am confident that we can achieve the desired forecast accuracy by leveraging my expertise in this area. The budget can be adjusted as per the project scope, and I am committed to delivering within your constraints. Please review my 15 years of experience in my profile to see the quality of work I have delivered. Let's discuss the project details and get started right away. I am eager to showcase my dedication by starting work promptly. Looking forward to hearing from you.
$14.000 CAD 21 gün içinde
4,8
4,8

Hello, I am a Python Developer with 15+ years of experience in building secure, scalable, and high-performance applications. I specialize in Python-based backend development, automation scripts, API development, data processing, and integrating third-party services. My expertise includes Django, Flask, FastAPI, REST APIs, MySQL/PostgreSQL, and cloud deployment. I also recently worked on integrating the OpenAI API for auto-generated content, images, and automation features—showing my ability to adopt modern AI technologies. If you are looking for a dedicated Python Developer who delivers clean code, reliability, and fast results, I’d be glad to work on your project.
$10.000 CAD 7 gün içinde
4,5
4,5

Projects like this excite me because they push me and keep the work interesting. I appreciate your vision for a complete sports-betting prediction system that automates data collection and transforms raw statistics into polished, intuitive features. With a cohesive approach to model training and a robust RESTful API for seamless integration, I can ensure a streamlined, effective solution. With proven experience in Python and machine learning, I deliver practical, measurable results that exceed expectations. Happy to outline how I would turn this plan into a working solution. Chat soon, Anne S
$14.000 CAD 7 gün içinde
4,2
4,2

Hi there, ✅ I have read your job detail carefully. ✅ I can deliver your full ML-powered sports betting prediction system — from automated data ingestion to feature engineering, model training/back-testing, and a clean API for programmatic forecasts. I specialize in Python, machine learning, and production-ready data pipelines, ensuring the final system is accurate, transparent, and easy to maintain. What I’ll deliver: Automated data pipeline (players, teams, historical stats) Advanced feature engineering (form trends, injuries, venue effects) Trained & validated ML models (XGBoost, LightGBM, neural nets) Back-testing vs bookmaker baselin REST/GraphQL prediction API Reproducible Docker environment + full documentation Estimated delivery: 4–6 weeks, depending on data scope. I can begin immediately. Looking forward to collaborating, Jiayin
$15.000 CAD 7 gün içinde
4,1
4,1

⭐ Hello there, My availability is immediate. I read your project post on Python Developer for Machine Learning Sports Betting Predictor. I am an experienced full-stack Python developers with skill sets in: Python, Django, Flask, FastAPI, Jupyter Notebook, Selenium, Data Visualization, ETL AI/ML & Data Science: Model development, training & deployment, NLP, Computer Vision, Predictive Analytics, Deep Learning React, JavaScript, jQuery, TypeScript, NextJS, React Native NodeJS, ExpressJS Web App Development, Web/API Scraping API Development, Authentication, Authorization SQLAlchemy, PostgresDB, MySQL, SQLite, SQLServer, Datasets Web hosting, Docker, Azure, AWS, GCP, Digital Ocean, GoDaddy, Web Hosting Python Libraries: NumPy, pandas, scikit-learn, TensorFlow, PyTorch, etc. Please send a message so we can quickly discuss your project and proceed further. I am looking forward to hearing from you. Thanks
$18.000 CAD 30 gün içinde
4,2
4,2

As an experienced and versatile full-stack developer, I am confident that I can build and deliver the machine-learning sports betting predictor that you need. My proficiency in Python particularly aligned with your project requirements and provided me with the skills necessary for effective data management, feature engineering, model training, and high-performance prediction systems. Additionally, my experience in Web Scraping has honed my ability to extract, clean and process colossal amounts of data from varied sources – a necessity for your project's data pipeline. By incorporating solid cross-validation, back-testing methodologies, adept ML algorithms like gradient-boosted trees or neural networks with justified validation accuracy benchmarks, I guarantee that the resultant system not only beat baseline odds but also improve over accuracies obtained from historical averages given right market conditions. Ultimately, I aim to provide not just a functional solution but an end-to-end picture of how it works. Transparency is essential to me so creating thorough documentation explaining the data sources used, model logic applied and usage instructions wouldn't just be a requirement for completion but something that I take pride in providing. Let's discuss further how I can leverage my expertise to make your vision a reality.
$15.000 CAD 21 gün içinde
3,3
3,3

Hi, this is very close to what I do day-to-day: end-to-end ML systems with solid data pipelines, feature engineering, model training/evaluation, and API deployment. I can set up automated ingestion from your chosen feeds, build a clean feature pipeline (form, injuries, home/away, schedule density, matchup stats), and evaluate multiple models (GBMs, neural nets, ensembles) with proper cross-validation and back-testing. The prediction service would be a lightweight REST API in Python with Dockerized deployment, plus clear documentation so you can retrain or extend later. If you’d like, I can also help define realistic accuracy benchmarks vs bookmaker baselines.
$15.000 CAD 90 gün içinde
1,6
1,6

Hi, I have carefully reviewed your description and I am genuinely interested in understanding your goals for building a complete prediction system with a smooth pipeline and a clear structure. The way you outlined the data flow, model design, and integration approach shows a clear vision and I would be glad to support you in bringing it to life. I understand that you need a reliable process that handles data preparation, model creation, transparent predictions, and an accessible interface that ties everything together. Likely core features include data ingestion, feature engineering, model training, prediction delivery, documentation. With more than seven years of experience in web development, backend design, mobile app development, UI and UX workflows, and integration of complex systems like CRM and ERP, I can manage the project from the ground up with a strong focus on clean code, structured processes, and dependable delivery. I enjoy working closely with clients to build solutions that feel clear, efficient, and easy to extend. Let us schedule a quick chat to align your vision and next steps. Best Regards, Prasham Jain
$10.000 CAD 55 gün içinde
0,9
0,9

Hey there, With my comprehensive experience in machine learning and data analysis, I am poised to develop a cutting-edge sports-betting prediction system as per your requirements. The envisioned workflow, starting from data collection and cleaning to model training and deployment, aligns perfectly with my skill set. I will meticulously design a data pipeline to collect and clean player, team, and historical results data. The feature engineering phase will be pivotal, transforming raw stats into meaningful inputs for model training using ML algorithms like gradient-boosted trees and neural networks. Upon model testing and validation, I will create a user-friendly prediction service exposed through a REST or GraphQL API. The documentation will be detailed, ensuring seamless retraining and extension of the system. Looking forward to exceeding the forecast accuracy benchmarks and delivering a reproducible and well-documented solution in Python. Best regards,
$16.650 CAD 4 gün içinde
0,0
0,0

Victoria, Canada
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