4 research builds
Applied research we run before it becomes a product. We publish the method, kill what doesn't hold, and pull the rest into production.
Research note · Complete
0.866
Final Macro-F1 · Hybrid Phase 3 reasoner
Research system for automated contract risk classification: 41 CUAD clause labels plus a contract-level risk rating (Low/Medium/High) with evidence-backed, citation-traceable outputs.
Research note · Complete
2
Inference paths · Batch upload + ad hoc JSON
Machine learning intrusion detection system, a full web application that classifies network traffic and flags attacks in real time.
Research note · Complete
1,367
Training images · Roboflow Universe, CC BY 4.0
Deep learning system for detecting counterfeit medicine from a photo, transfer-learning image classifier with a full deployment stack around it.
Research note · Complete
13.5%
Strategy CAGR · Net of friction, 2024–2026
Regime-adaptive equity strategy research on Indian markets (NIFTY 200), as much about disciplined negative-result reporting as the final strategy.