Each experiment targets a real constraint — latency, accuracy, cost, or user trust — and ships with quantified results, not just prototypes.
This AI system identifies where your next business should be — before you invest.
Analyzes demand, competition, pricing gaps, and market signals across 30+ variables to surface high-potential opportunities in any location.
0%
reduction in site selection cost
0/10
markets outperformed analyst predictions
Technology
Gradient-boosted ensemble calibrated against 12K+ commercial leases, producing ranked candidates with confidence intervals and risk-adjusted ROI.
AI-Powered Market Intelligence
Real-time analysis of demand, competition, and opportunity using live data.
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A RAG-powered agent that answers questions about my work using structured project memory.
Impact
Handles 90% of recruiter and client questions without manual follow-up. Reduces context-switching during async evaluations.
Interface layer that restructures itself based on camera-derived environmental state.
Impact
Demonstrated 34% improvement in task completion under variable lighting in controlled user study (n=48).
Sub-200ms voice agent pipeline with barge-in detection and structured task memory.
Impact
Achieved p95 response latency of 180ms. Turn-taking naturalness rated 4.2/5 by 30 blind evaluators against a 3.1/5 baseline.
Visual simulator for testing cascade failures, queue pressure, and recovery strategies.
Impact
Identified 3 previously unknown cascade paths in a 40-service architecture. Used as a teaching tool in distributed systems workshops.
Content-based music discovery using FAISS similarity search over learned audio embeddings.
Impact
Discovery rate (user plays a previously unknown artist) 2.4x higher than collaborative-only baseline in A/B test across 1.2K sessions.