Aug 2025 — Present
New York, USA · Remote
Liat AI
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Deep Learning Engineer
Apr 2026 — Present
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Deep Learning Intern
Aug 2025 — Mar 2026
- Built and shipped vision systems across jersey, card, keypoint, and counter-attack detection, along with a translation pipeline.
- Resolved a critical detection failure, improving F1 from 0.45 to 0.81 through structured experiments across models, data, and interpolation strategies.
- Built evaluation and training workflows on 50,000+ hand-annotated frames, plus 1,800 video clips labelled in CVAT for a spatio-temporal actor detector.
- Led the initial research into highlight generation, porting the systems to another sport, DevOps and production pipeline design, and market and competitor analysis.