What I've built
Projects & Hackathons
End-to-end builds, AI experiments, case studies, and hackathon experiments.
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Projects
Warmline
Networking assistant built solo end to end. Helps professionals maintain meaningful connections using semantic search and AI powered relationship insights.
Rider Delay AI Agent
AI agent that detects delivery delays and contacts riders via conversational SMS. Rebuilt from MosAIc Hackathon prototype to production.
ChurnLens
End to end churn prediction platform reframed as a behavioral risk scoring engine. Caught data leakage mid build. That became the story. Includes a full PM case study layer.
Consumer Behaviour Prediction
Four model comparison on Kaggle consumer data. Full write up: dataset, EDA, K fold cleanup, and why SVM hit 94% while Age led correlations at r = 0.62.
Perplexity AI · Strategic Growth Plan
2026 enterprise strategy positioning Perplexity as the leading agentic AI platform. Targets Healthcare, Banking, and Manufacturing verticals.
Hackathons
Talent 2.0 · J&J Hackathon
VR-enhanced employee onboarding solution. Reduces time-to-productivity and improves retention. Selected as finalist at J&J Talent 2.0 Hackathon, Nov 2024.
Animal Health Hackathon
Pet health management app with BCS image recognition and personalized diet plans. Cornell University + College of Veterinary Medicine.
77 Cents
Salary benchmarking and negotiation coaching tool for women in PM roles. Named after the gender pay gap statistic. Finalist with Team Grace Hopper.
Behavioral Analytics · Zerve AI x HackerEarth
3rd place. Full retention story on 409K+ events: Day 0 cliff, agent versus explorer split, dual ML models, and why Zerve’s own agent ranked the wrong lever until the data disagreed.