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Behavioral Psychology

A three-year research arc that started with Yale and Wesleyan psychology certifications during COVID, got a hard push from the Domino's data breach, and ended with three published papers: cognitive decision-making (Springer IACC 2021), nutritional psychology with 98% ML accuracy (Springer ICEI 2022), and online consumer behavior under the Internet of Behaviors framework (CRC Press 2023).

ONCP — Open Network for Content Protocol

Started from watching my father's cable business get structurally bypassed — not outcompeted. Since Jio, telcos own all five layers: network, content, device, application, and data. LCOs became dumb pipes with no leverage anywhere in the stack. ONCP is a framework for a five-layer open protocol stack — content delivery, shared infra, device neutrality, identity and billing, edge AI — that gives LCOs a role in infrastructure the same way ONDC gave kirana stores a role in e-commerce. Inspired by ONDC and UPI. Not a startup pitch. A problem I keep coming back to.

E-commerce Behavioral Analysis

A published IoB paper and extended data analysis from the behavioral psychology research track. The pan-India survey of 1,438 consumers had commercial signals in it from the start: platform-specific purchase triggers, Diwali seasonality, demographic spend patterns, and how session depth on social media correlates with purchase intent.

Face Recognition for Smart Voting

An IEEE-presented study applying computer vision to India's duplicate-vote problem. A Haar Cascade and LBPH hybrid pipeline that biometrically authenticates voters before ballot access. Presented at Smart GENCON 2021, IEEE Pune Section.

TraceAI

A research tool that maps what you know as a graph rather than a document. Concepts, hypotheses, evidence, and issues all connect. Every AI response is grounded in what's already in the graph, so it can't drift.

Sansad — Indian Election Strategy Game

A strategy game built around the 2024 Indian General Election. Pick a party, manage alliances, place candidates across all 543 Lok Sabha seats, and fight to 272. An AI advisor watches every move and comments on your strategy.

Trek Recommendation System

Recommendation system for trekking destinations in India — put in a trek you know, get 10 similar ones back. Built for a client in 2022, open-sourced in 2024 after the NDA expired.

Full Work History

Detailed work experience timeline

All Certifications

Complete list of courses and credentials