INSIGHTS.
THOUGHTS ON TECHNOLOGY, PRODUCT STRATEGY, QUANTITATIVE FINANCE, AI, AND BUILDING SCALABLE PRODUCTS.
ENGINEERING TO MBA: WHY I MADE THE SWITCH TO PRODUCT STRATEGY AT IIT GUWAHATI
Transitioning from building hardware controllers and full-stack web applications to studying technology management at IIT Guwahati taught me that code efficiency means nothing if it doesn't solve real human problems.
BUILDING TRADING OS: LESSONS IN HIGH-FREQUENCY WEBSOCKET ARCHITECTURE
How I engineered a sub-50ms order book visualization engine in Next.js 15 without triggering DOM thrashing during tick spikes.
PRODUCT THINKING FOR ENGINEERS: MOVING BEYOND PURE CODE EFFICIENCY
Technical debt is real, but product risk is deadlier. Here is how first-principles product thinking prevents building the wrong features.
LESSONS FROM DEVELOPING TANHERA: E-COMMERCE PERFORMANCE AT SCALE
A breakdown of Next.js 15 server component image optimization and Firebase App Hosting deployment strategies.
AI IN QUANTITATIVE FINANCE: BEYOND THE HYPE OF PREDICTIVE MODELS
Exploring PyTorch deep learning models for volatility forecasting and automated risk limit alerts.
WHAT ROBOTICS TAUGHT ME ABOUT BUILDING RESILIENT SOFTWARE SYSTEMS
When physical rovers navigate real terrain, fail-safe state machines and low-latency packet bridges are mandatory.