I will ai reward engineering, hypothesis testing, and academic ml report

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sergeyhohotva
S
sergeyhohotva
Sergey Hohotva
ai reward engineering, hypothesis testing, and academic ml report
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ai reward engineering, hypothesis testing, and academic ml report

About this gig

Is your Reinforcement Learning model not converging because of a poorly designed reward system? Do you need to back up your AI project with rigorous scientific testing, hypotheses, and structured technical reports?

I specialize in Reward Engineering, Empirical Testing, and Academic/Technical Formatting for Machine Learning projects. Whether you are a university student preparing a thesis, a researcher, or a developer writing a technical Whitepaper, I will help you mathematically ground and evaluate your AI systems.

  • Model expertise

    • Custom model development
    • Predicitive analyatics
    • Recommendation systems

  • Industry

    • Data analytics

  • Programming language

    • JavaScript
    • PyTorch

  • Language

    • Latvian
    • Russian

  • Technical expertise

    • Machine learning (Supervised, Unsupervised, Reinforcement)
    • Deep learning (Neural networks, GANs)
    • Computer Vision (Object detection, Image recognition)
    • Reinforcement learning (Decision-making systems)
    • Algorithm development and optimization

Get to know Sergey Hohotva

Sergey Hohotva

DevOps Solution Architecture

5.0(1)
  • FromLatvia
  • Member sinceFeb 2026
  • Avg. response time4 hours
  • Last delivery3 months

  • Languages

    Russian, English, Latvian
I create Python and JavaScript scripts for automation, data processing, and ML/RL tasks. Also develop small Unity prototypes and simple interactive front-end features. Interests: Artificial Intelligence, Reinforcement Learning, Unity game development, automation, scripting. Completed 1 year of Unity courses, exploring game mechanics and AI integration.

My Portfolio

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