Portfolio
Work that runs in production.
A selection of ML engagements across fintech, healthcare, logistics, climate and media. Most are under NDA — happy to share details in conversation.
- 2024
Fintech (Series C)
Fraud detection platform
Designed an end-to-end fraud platform processing 2B+ events/mo. Cut analyst review time by 63%.
XGBoostStreamingFeature store - 2024
Healthcare
Clinical note summarization
Built a HIPAA-compliant summarization pipeline with citation tracing for clinician review.
LLMRAGHIPAA - 2023
Logistics
Demand forecasting for last-mile
Hierarchical forecasting that reduced overstocking by 18% across 400 hubs.
Time seriesProbabilistic - 2023
Climate startup
Satellite image segmentation
Pixel-level land-use mapping pipeline used in carbon-credit verification.
CVSegformer - 2022
Media
Personalization & recsys
Replaced legacy recsys with a two-tower retrieval + reranker stack; +24% engagement.
Two-towerMLOps