AI/ML & NLP researcher turning ideas into production systems.
- Mapfluencer — analytics automation for influencer–brand compatibility scoring
- ROTA — adaptive AI systems for human-centered learning and guidance
- Retrieval-augmented generation pipelines for knowledge-dense corpora
- Agentic systems that keep research, data, and product feedback aligned
- MLOps patterns that make NLP models observable and reliable in production
Python PyTorch Transformers LangChain Weights & Biases PostgreSQL pgvector WebGL
- Knowledge graphs that combine private and public data streams
- Practical human-and-model collaboration patterns in analytics teams
Most of the activity below is infrastructure work, evaluation tooling, and pipeline refactors.
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