Projects

Luveo Health Compliance Copilot

Event → rules → explanation for healthcare compliance.

Langfuse tracing

Behavioral Machine Learning for Social Observation

Pose → features → behavior labels for two interacting mice.

0.85 ROC-AUC · 8.2k frames

Biomedical Foundation Model Evaluation at the Owkin Hackathon

certify(prediction) evidence cards for pathology FM claims.

1st place · Owkin hackathon

MOMentum

Tasks + location + device state → proactive nudges, not only chat.

RAG + /nudge MVP

Product Analytics

Product analytics on 10k events — mapping audit + concentration signals.

2.64× firmware · 6.49× line–supplier

Robustness of Health Text Classification

TF-IDF vs LSTM vs DistilBERT under synonym, typo, and word-drop noise.

Macro F1 0.86

Neural Decoder for Behavioral Choice

Decode left vs right choice from Neuropixels population activity.

ROC-AUC 0.884

Adwave — AAF District 15 Competition

AAF District 15 campaign — strategy, creative, and delivery.

Style-Adaptive Clinical Note Extraction

Classify physician writing style, then extract with an adapted prompt.

3 writing styles

Turning Conversation Data Into Product Recommendations

CAISY beta conversation analytics → prompt & targeting recommendations.

CAISY beta insights