AI/ML & NLP researcher turning ideas into production systems.
Currently building
- BetterQuery — analytics co-pilot that pairs analysts with LLM agents
- Orqel — adaptive automation for creative operations teams
Focus areas
- Retrieval-augmented generation pipelines for knowledge-dense corpora
- Agentic systems that keep researchers, data, and product feedback in sync
- MLOps patterns that make NLP models observable and reliable in production
Toolbox vibes
Python PyTorch Transformers LangChain Weights & Biases DuckDB Prefect
What's next
- Scalable knowledge graphs that mix private and public data streams
- Evaluating “human + model” collaboration patterns in analytics teams
GitHub 3D contributions
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