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Adit Shah
Mid AI/ML Engineer specializing in computer vision, NLP, and LLM systems
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About
AI/full-stack engineer in gaming analytics who joined Omnic.ai at a 2-person stage, helped grow with the company, and built both backend and frontend for real-time gameplay analysis products. He combines computer vision production experience with LLM/RAG systems work, and has already led 4 employees while shipping 12 models in a fast-moving startup environment.
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Key Strengths
- Owned full-stack gameplay analytics feature end to end
- Built real-time computer vision systems for gaming products
- Redesigned monolithic backend into modular microservices
- Used TypeScript contracts to reduce frontend-backend integration bugs
- Shipped AI-powered player tracking and analytics to production
- Built RAG-based enterprise document Q&A with grounded answers and citations
- Implemented confidence-based human review for low-certainty LLM outputs
- Production-minded AI evaluation with unseen-data testing and F1 thresholds
- Early-stage startup execution from 2-person team growth phase
- Managed and delegated work across 4 team members
- Contributed to shipping 12 models
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