Kawchar Husain

Machine Learning Engineer building production generative AI and image-processing systems, with a focus on model adaptation and efficient inference.

Kaggle Notebook MasterKaggle Competition ExpertICPC Asia West FinalistCodeforces ExpertTop Performer 2025 · Kite Games Studio

Professional work

Current experience

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Machine Learning Engineer

Kite Games Studio

March 2024 — Present

Production ML engineering across generative AI, image-processing systems, model adaptation, and scalable inference.

Selected builds

Projects

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Roadmap Canary ↗

Developer tool · AI agent

2026

CI tooling for detecting when present code changes threaten planned future capabilities, with deterministic verification and bounded AI-assisted rescue.

AIchemist-agent ↗

AI agent · Hackathon

2026

General-purpose agent for AMD Developer Hackathon: ACT II that uses lightweight local classification to route tasks to specialized models while minimizing token usage.

Research

Publications & artifacts

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