AI Sports Betting System with Discord Bot

@Microlent

Hello! I can build this as a structured, production-ready betting analytics system with clean automation and risk controls. High-Level Architecture • Data Layer – Pull live + historical odds via The Odds API – Store in PostgreSQL – Scheduled ingestion jobs • Modeling Layer – Logistic Regression baseline – XGBoost improvement model – Probability calibration – True probability vs implied probability – EV and Edge % calculation • Risk Engine – EV > 5% filter – Max 2 units per bet – Max 5 bets/day – Daily loss cap 5 units – Automated lockout logic • Execution Layer – Discord bot for automated posting – Structured bet logging – ROI, drawdown, CLV tracking – Backtesting module with performance metrics Deployment • Dockerized services • Hosted on AWS or DigitalOcean • Background workers for data + model updates • Monitoring and logging Deliverables • Fully live deployed system • Clean codebase • Documentation • 30 days post-launch support Before starting, I’d confirm target sports, data volume, and expected bet frequency to size infrastructure properly. Ready to discuss timeline and milestones. Best regards, Jasmin

@OutsourceMan

Hello, Thank you for sharing the details of your AI sports betting analytics platform. Your requirements are clear, and we have experience building data-driven automation systems, predictive models, and API-based platforms, so we can deliver a reliable solution for this project. Our team can develop a fully automated system that: • Integrates with The Odds API to pull live and historical betting data • Stores and manages data in PostgreSQL for efficient querying and analysis • Builds predictive models using Logistic Regression as a baseline and XGBoost for performance optimization • Calculates true probability, implied probability, expected value (EV), and edge % • Automatically filters bets based on EV > 5% and defined risk management rules • Implements bet limits such as max units, daily loss cap, and bet count restrictions • Posts qualified betting picks automatically to Discord via a bot integration • Logs all bets and tracks ROI, drawdown, and Closing Line Value • Includes a backtesting module for historical performance validation The system will be deployed on AWS or DigitalOcean with proper automation, monitoring, and documentation. Deliverables will include the fully working hosted system, clean documentation, and 30 days of bug support after deployment. Looking forward to discussing your data sources, model features, and deployment preferences. Best regards, Raman

@n2rtechnologies

Hello, I am excited about your project to build an automated AI sports betting system alongside a Discord bot. My experience in developing sophisticated systems aligns perfectly with your requirements, and I understand the importance of delivering a seamless user experience in both the betting platform and the Discord integration. I can ensure that the AI algorithms are robust and reliable, providing accurate predictions that enhance user engagement. Additionally, I will focus on creating a user-friendly interface for the Discord bot, allowing users to interact easily and receive real-time updates. Let’s discuss how we can bring your vision to life and create a standout product in the sports betting landscape. Regards, Nurul Hasan

@webperfection123

Hi, I can help you build a fully automated AI-driven sports betting system that pulls live odds, stores data in PostgreSQL, and applies your specified risk management rules. My approach would involve creating a predictive model with both Logistic Regression and XGBoost, ensuring that it calculates values like true probability and expected value while filtering bets effectively. I have 5+ years of experience in developing complex systems and integrating APIs, and I’m comfortable deploying on DigitalOcean or AWS. I will provide thorough documentation and 30 days of bug support after deployment. Let me know if you’d like to discuss the project further! Best Regards, Priyanka

@sunainawbst

✅ Discord Game| Python | AI/ML | PostgreSQL | Automation | Full-Stack Expert Hi, This is a very clear and well-structured system, and I can build it end-to-end — from data ingestion to model pipeline and Discord automation — with a strong focus on reliability and clean architecture. 1- User can search for active tournament using command in discord : 2- Send notification to all users when a new tournament is added : How I’d approach it: • Integrate Odds API → scheduled ingestion + validation • PostgreSQL schema for odds, bets, and performance metrics • Baseline Logistic Regression → upgrade to XGBoost pipeline • EV & edge calculation engine with rule-based bet filtering • Risk management layer (units, daily caps, limits) • Discord bot for automated pick posting • Backtesting + analytics (ROI, CLV, drawdown) • Deploy on AWS/DigitalOcean with monitoring You’ll receive a fully working hosted system, clear docs, and post-launch support so everything runs smoothly. If this aligns, I can start immediately and outline milestones right away. Thanks, Kajal

@ZohaibRoy

⭐⭐⭐⭐⭐ Build Your Automated AI Sports Betting System with a Discord Bot ❇️ Hi My Friend, hope you are doing well. I’ve reviewed your project details and see you are looking for a developer to create an AI-driven sports betting analytics platform. You don't need to look any further; Zohaib is here to help you! My team has completed over 50 similar projects for automated systems. I will develop a fully automated solution that pulls odds, stores data, and calculates key betting metrics while managing risks effectively. ➡️ Why Me? I can easily build your automated AI sports betting system as I have 5 years of experience in data analysis, API integration, and predictive modeling. My expertise includes working with PostgreSQL, implementing risk management, and developing Discord bots. Additionally, I have a strong grip on cloud deployment platforms like DigitalOcean and AWS, ensuring your system runs smoothly. ➡️ Let's have a quick chat to discuss your project in detail. I can provide samples of my previous work, showcasing my skills in automation and analytics. Looking forward to our conversation! ➡️ Skills & Experience: ✅ Data Analysis ✅ API Integration ✅ PostgreSQL ✅ Predictive Modeling ✅ Logistic Regression ✅ XGBoost ✅ Risk Management ✅ Discord Bot Development ✅ Cloud Deployment ✅ Automated Systems ✅ Backtesting ✅ ROI Tracking Waiting for your response! Best Regards, Zohaib

@Julian29

Hello, I have carefully reviewed your project requirements and fully understand the scope. I am having 10+ years of experience in Python, data analytics, API integrations, and bot development, which fits perfectly for building your AI sports betting system with a Discord bot. I will develop a fully automated system that: Pulls live and historical odds from The Odds API Stores data securely in PostgreSQL Implements predictive models (Logistic Regression + XGBoost) Calculates True Probability, Implied Probability, Expected Value (EV), and Edge % Filters bets with EV > 5% and enforces risk management rules (max 2 units/bet, max daily loss 5 units, max 5 bets/day) Automatically posts picks to Discord via bot and logs all bets Tracks ROI, drawdown, and Closing Line Value Includes backtesting module Deploys on DigitalOcean or AWS I WILL PROVIDE 2 YEAR FREE ONGOING SUPPORT AND COMPLETE SOURCE CODE. WE WILL WORK WITH AGILE METHODOLOGY AND WILL GIVE YOU ASSISTANCE FROM ZERO TO PUBLISHING ON STORES. Deliverables will include a fully hosted working system, complete documentation, and 30 days post-deployment bug support. I eagerly await your positive response. Thanks.

@CANWS

Hi, Your AI sports betting analytics platform sounds like a great project. I’ve built data-driven systems that collect API data, process it with Python models, and automate outputs through bots and dashboards. For your system, I would: • Integrate **The Odds API** and store historical/live data in PostgreSQL • Build the prediction pipeline (Logistic Regression → XGBoost improvement) • Calculate implied probability, EV, and edge %, then filter bets (EV > 5%) • Implement risk rules (units, daily limits, bet limits) • Create a Discord bot to automatically post picks and log all bets • Add ROI, drawdown, CLV tracking + full backtesting module • Deploy and run the system on AWS or DigitalOcean with documentation ✅A quick question: Do you want the model trained on multiple sports or starting with a single league (e.g., NFL/NBA)? Looking forward to discussing it. Best regards. Canws

@hireageek

Hi there, I'm excited about your AI-driven sports betting analytics platform and I am confident that my expertise makes me the perfect fit for this project. With a solid track record as a top freelancer in California, I've successfully completed numerous projects involving PostgreSQL, machine learning, and API integrations, earning five-star reviews along the way. I understand that you require a fully automated system that not only pulls live and historical odds from The Odds API but also builds predictive models using Logistic Regression and XGBoost. I have extensive experience with risk management algorithms and can implement filters to ensure only bets with EV greater than 5% get processed. Additionally, I'll ensure seamless integration with Discord for automated postings of betting picks. Let's connect and discuss the specifics of your project further! I can have a working system deployed within [suggest timeline]. What specific features would you like to prioritize for the initial deployment?

@shivansh121

Hi, I have scraped live & historical odds data so I am confident that I am good fit developer for this task. I also have good working experience with Python, AWS,Discord and AI Development. Message me here. I am looking forward to an early and positive response. Regards, Shalu

@toriquldev123

Hello Dear! I write to introduce myself. I'm Engineer Toriqul Islam. I was born and grew up in Bangladesh. I speak and write in English like native people. I am a B.S.C. Engineer of Computer Science & Engineering. I completed my graduation from Rajshahi University of Engineering & Technology ( RUET). I love to work on Web Design & Development project. Web Design & development: I am a full-stack web developer with more than 10 years of experience. My design Approach is Always Modern and simple, which attracts people towards it. I have built websites for a wide variety of industries. I have worked with a lot of companies and built astonishing websites. All Clients have good reviews about me. Client Satisfaction is my first Priority. Technologies We Use: Custom Websites Development Using ======>Full Stack Development. 1. HTML5 2. CSS3 3. Bootstrap4 4. jQuery 5. JavaScript 6. Angular JS 7. React JS 8. Node JS 9. WordPress 10. PHP 11. Ruby on Rails 12. MYSQL 13. Laravel 14. .Net 15. CodeIgniter 16. React Native 17. SQL / MySQL 18. Mobile app development 19. Python 20. MongoDB What you'll get? • Fully Responsive Website on All Devices • Reusable Components • Quick response • Clean, tested and documented code • Completely met deadlines and requirements • Clear communication You are cordially welcome to discuss your project. Thank You! Best Regards, Toriqul Islam

@rbtech1984

Hello There!!! ★★★★ (AI Sports Betting System with Discord Bot) ★★★★ Project understanding: I understand you need an AI-driven sports betting platform that pulls live and historical odds, calculates probabilities and expected value, applies risk rules, and automatically posts picks to Discord while tracking ROI and other metrics. Backtesting and live deployment are also required. Services mentioned here based on project details ⚜ Pull live & historical odds using The Odds API ⚜ Store and manage data in PostgreSQL ⚜ Build predictive models using Logistic Regression and XGBoost ⚜ Calculate true probability, implied probability, EV, and Edge % ⚜ Apply risk management rules and filter bets automatically ⚜ Post picks to Discord via bot and log all bets in database ⚜ Include backtesting module and live deployment on DigitalOcean/AWS With 9+ years experience in Python, ML, and Discord bots, I’ve built predictive and automated trading systems before. I’ll use Python, PostgreSQL, XGBoost, and Discord API to ensure smooth, accurate, and fully automated operations. Excited to discuss and bring your AI betting system live quickly. Warm Regards, Farhin B.

@juanjosec63

Hello, I’m excited about the opportunity to contribute to your project. With my expertise in Python, machine learning pipelines (scikit-learn, XGBoost), PostgreSQL data engineering, and automated Discord bot integrations, I can deliver a fully automated sports analytics system that ingests The Odds API data, computes true probability vs implied probability, calculates EV and edge %, and applies strict risk management rules before publishing picks. I’ll tailor the architecture to include a clean data layer, model training and retraining workflows, EV-based filtering, bet logging with ROI/drawdown/CLV tracking, a structured backtesting module, and automated Discord posting, all containerized and deployed securely on DigitalOcean or AWS with monitoring and logging in place. You can expect clear communication, fast turnaround, and a production-ready system with full documentation and 30 days of post-launch support to ensure stability and performance. Best regards, Juan

@webmasters486

Hi there, I’ve reviewed your project and understand you’re building an AI-driven sports betting analytics platform requiring a fully automated system that pulls live and historical odds, calculates probabilities, expected value, and edge %, applies risk management, and posts picks to Discord via a bot. The focus will be on reliability, accuracy, and actionable insights. I can develop the system using PostgreSQL for data storage, implement a predictive model starting with Logistic Regression and improving with XGBoost, filter bets based on EV > 5%, enforce your risk rules, log all bets, and track ROI, drawdown, and Closing Line Value. A backtesting module will allow you to validate strategy performance. The system will be deployed on DigitalOcean or AWS, fully documented, and supported for 30 days post-deployment. Deliverables include a live, fully functional automated platform, Discord bot integration, complete documentation, and post-launch support to ensure smooth operation. This approach ensures a robust, scalable, and professional solution for AI-driven sports betting. Best regards, Muhammad Adil Portfolio: https://www.freelancer.com/u/webmasters486

@codefusion53

Hi I can build your fully automated AI sports betting system end to end with clean architecture, reliable data flow, and production ready deployment. I recommend a Python based backend using FastAPI, PostgreSQL for structured storage, and a modular ML pipeline separating ingestion, modeling, risk control, and Discord publishing. The system will pull live and historical odds from The Odds API, normalize and store them, compute implied probability, true probability from Logistic Regression and XGBoost models, then calculate EV and Edge percent. A filtering engine will enforce EV greater than 5 percent and strict bankroll rules including max 2 units per bet, max 5 bets daily, and max 5 units daily loss. I will include automated Discord bot posting, bet logging, ROI and drawdown tracking, CLV calculation, and a backtesting module with configurable parameters. Deployment will be handled on AWS or DigitalOcean with proper environment configuration and monitoring. You will receive documentation and 30 days of post launch support. Best, Justin

@NaveenSingh09

Hello, To deliver the system, I will first integrate The Odds API, storing live and historical odds in a PostgreSQL schema optimized for time‑series queries. Next, I will build a Flask API that exposes endpoints for data ingestion, model training and betting logic. For the predictive component, I’ll implement a logistic‑regression baseline followed by an XGBoost model, tuning hyper‑parameters with cross‑validation. The betting engine will compute true, implied probabilities and EV, filter selections with EV > 5 %, and enforce the risk limits: 2 units max per bet, 5 units daily loss, 5 bets per day. A FastAPI bot will post approved picks to Discord, while all events and outcomes are logged to the database. I’ll add a back‑testing module to evaluate strategies against historical data, track ROI, drawdown and closing line value. Deployment will be containerised with Docker, orchestrated via Docker‑Compose, and hosted on DigitalOcean or AWS with CI/CD pipelines. Documentation and 30‑day support will conclude the project. Best Regards Naveen Thakur

@HiraMahmood4072

Hello, With over 7 years of experience in Machine Learning (ML) and Python, I have carefully reviewed your project requirement for building an AI Sports Betting System with a Discord Bot. To accomplish this project, I propose to: - Utilize The Odds API to pull live and historical odds - Store data in PostgreSQL for efficient data management - Develop a predictive model using Logistic Regression and XGBoost for accurate predictions - Calculate true probability, implied probability, Expected Value (EV), and Edge % - Implement filters to place bets only if EV > 5% - Apply risk management rules such as maximum 2 units per bet, max daily loss of 5 units, and a maximum of 5 bets per day - Automatically post picks to Discord through a bot - Maintain a comprehensive database to log all bets and track ROI, drawdown, and Closing Line Value - Include a backtesting module for analysis and improvement - Deploy the system on DigitalOcean or AWS I would love to discuss this project further with you. Please connect with me on chat for a detailed conversation. You can visit my Profile https://www.freelancer.com/u/HiraMahmood4072 Thank you.

@MIndlabsAi6

Hello, I am Vishal Maharaj, a seasoned developer with 20 years of experience in PHP, Python, Software Architecture, MySQL, PostgreSQL, and AI Development. I have carefully reviewed your project requirements for building an AI Sports Betting System integrated with a Discord Bot. To achieve this, I propose to implement a system that pulls live odds from The Odds API, stores data in PostgreSQL, builds predictive models using Logistic Regression and XGBoost, calculates key probabilities and values, applies risk management rules, posts picks to Discord, logs bets, and tracks performance metrics. The system will be deployed on DigitalOcean or AWS and will include comprehensive documentation and 30 days of bug support. I am eager to discuss this project further with you. Please initiate the chat to explore how I can bring your vision to life. Cheers, Vishal Maharaj

@abdulhamidh2

⭐️⭐️⭐️⭐️⭐️ Hello, I’m excited about the opportunity to build your AI-driven sports betting analytics platform. With over 5 years of experience in developing automated systems and working with APIs, I’m confident in my ability to deliver a robust solution tailored to your requirements. My expertise includes integrating The Odds API, utilizing PostgreSQL for data storage, and implementing predictive models using Logistic Regression and XGBoost. I have successfully built similar applications that incorporate risk management rules and automated notifications via Discord bots. I am committed to client satisfaction and will ensure a seamless deployment on DigitalOcean or AWS. I will provide comprehensive documentation and offer 30 days of bug support post-launch. Let's discuss how I can turn your vision into reality! Best regards, Abdulhamid