My Lab

Things I built.

Work and experiments.

• Causal ML

  Dynamic Pricing Across a 60K+ SKU Catalog

  Causal pricing for a 60K+ SKU catalog. Price as a treatment, then a feasible decision.

  Python · Causal DML · Causal Forests · Clustering · Optimization · MLOps

• Quant

  Macro-Driven Equity Positioning

  Macro signals in, a regime out, then a posture.

  LangChain · Ollama · Weaviate · FRED · Pydantic

• Visualization

  Inflation and Investments

  What inflation does to a portfolio, as a story you walk through.

  D3 · Narrative visualization

• Agent Experiments

  Agent Loop Notes

  I am collecting failure modes: tool loops, stale retrieval, ontology misses. Not a product. A lab notebook.

  agents · evaluation

• Visualization

  John Snow, Cholera, and Data

  The Broad Street pump, retold as a data story.

  D3 · Spatial narrative

• Machine Learning

  VAEs and GANs from Scratch

  Two generative families, and how they fail.

  PyTorch · VAEs · GANs · CelebA

• Machine Learning

  Neural Style Transfer

  Starry nights over Toronto.

  Python · Neural style transfer