Python/Flask Developer for CS2 Demo Analysis & Video Integration

Posted last week

Worldwide

Summary

I am looking for a skilled developer to build and finalize an automated CS2 match analysis platform. The system is designed to provide professional coaching based on demo file analysis. The system architecture consists of 5 core modules: Data Collection & Parser: Automated background monitoring of CS2 demo folders. Parsing game data using demoparser2 and integrating Leetify-style stats (Aim, Utility, Positioning). AI Analysis Engine: Logic to convert raw game data into human-readable advice. Integration with OpenAI/Gemini API to provide feedback on specific errors (e.g., poor crosshair placement, tilt, eco-management). Simulation & Video Editing: 3D coordinate calculation for training simulations. Automated recording via OBS/PyAutoGUI to generate small .mp4 clips showing the "correct" way to play a situation, with visual overlays. Web Frontend & Video Player: A dark-mode dashboard (React/Flask) with an interactive video player. It must support time-stamped playback—when the AI detects an error at 05:12, the video should automatically pause, trigger an AI critique overlay, play the simulation clip, and resume the match. Community & Scaling: Integration of Discord sharing, TikTok/Reels export tools (9:16 format with webcam overlay), and a "Live Coach" voice assistant. My current status: I have an existing Python/Flask codebase (approx. 600 lines) that handles the basic file scanning and logic. I need an expert to help me structure this into a robust, scalable application and implement the advanced video-sync and AI features. Requirements: Advanced Python & Flask development. Experience with video processing and web-based video playback control. Familiarity with AI API integrations. Ability to work with game data (CS2 demo files). To apply: Please tell me: Have you worked with game data/demo files before? How would you approach the synchronization of a video player with JSON-based timestamps? Provide examples of your work with Flask and video streaming.

  • Less than 30 hrs/week
    Hourly
  • 1-3 months
    Duration
  • Expert
    Experience Level
  • Remote Job
  • Complex project
    Project Type
Skills and Expertise
Mandatory skills
Python
Flask
HTML
API
Python Script
Activity on this job
  • Proposals:15 to 20
  • Last viewed by client:last week
  • Interviewing:
    3
  • Invites sent:
    3
  • Unanswered invites:
    0
About the client
Member since May 31, 2026
  • CZE
    Semíily12:01 PM

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