Machine Learning & AI Engineer
Turning data into decisions.
I build machine learning and AI systems end to end — from the math underneath to the code that ships. I work across data science, ML engineering, and the newer wave of agentic AI, where models don't just predict, they reason and check themselves.
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What I do
Four things I keep coming back to.
Machine Learning
- End-to-end pipelines
- Tree models & boosting
- Model evaluation
- SHAP & explainability
Agentic AI
- LLM agents
- RAG systems
- Multi-agent flows
- Agent-as-a-Judge
Deep Learning
- PyTorch
- CNN · RNN · LSTM
- Transformers
- Embeddings
Shipping
- FastAPI · Streamlit
- PostgreSQL
- Docker · Git
- Production thinking
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Production-grade projects
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Volatility models benchmarked
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Best BLEU · EN–HI NMT
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Optimizers compared