Intuition First
Deep ideas in physics, mathematics, and computation built from visual geometry and interactive simulations.
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Why motion through space affects time, built from geometric thought experiments.
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Interactive mapping of past, future, and causality in spacetime geometry.
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The relativity of simultaneity, the block universe, and length contraction.
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Understanding why entropy is a measure of chaos and missing information.
Software & Systems
Web apps, mobile tools, and software experiments built on the side.
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A mobile application built with Expo and TypeScript for tracking and comparing investment portfolios.
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An accountability-driven task planner designed to curb procrastination through binding daily pacts.
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An interactive web application featuring curated flashcard decks for staff engineer interview preparation.
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A modern recipe gallery application with modular single-source definitions and modal views.
GenAI Reliability & Grounding: Solved the LLM hallucination problem for Search AI by building a real-time cross-verification engine with Knowledge Graph structured data; reduced contradictory answers by 90% across 100+ countries and 20+ languages while deploying large-scale caching to manage high-concurrency latency and compute costs.
Search Ranking & Ecosystem Expansion: High-quality creator content was getting buried by corporate SEO, so I built custom ML classifiers that cut brand noise 10x and scaled index/retrieval support across multi-platform feeds (X, Facebook, LinkedIn) by 3x, surfacing 2M+ authentic creators across 100M+ queries.
AI & Intelligent Workflows: Replaced legacy heuristic link recommendations in Google Docs by architecting a production Two-Tower neural network (increasing CTR by 40%+) and engineered the end-to-end distributed ML training/inference pipeline for Smart Compose, expanding it into 4 new global languages.
Real-Time Event Question Answering: Engineered neural NLP extraction models to answer high-volume Bing queries on live, unfolding events by mining and synthesizing breaking news articles in real time, surfacing direct answers on the search results page.
Trending Entity Detection: Architected near real-time streaming pipelines over Bing query streams and news feeds to detect trending and breakout entities within minutes, powering dynamic discovery across Bing.com.
Knowledge Graph Semantic Grounding: Linked dynamic event and entity extractions into the Bing Knowledge Graph, establishing semantic entity resolution and structured answer cards for timely, high-velocity topics.