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STARTED CS. JOINED HACKATHONS.

ALSO: DREADED DSA. EVERYONE SAID “JUST GRIND LEETCODE” AND I WAS… NOT READY.

LOCKDOWN SHIFTED EVERYTHING. I STARTED FOLLOWING EMERGING TECH + HOW DIGITAL VALUE MOVES. REVERSE-ENGINEERED PROJECTS + TOOK STEPHEN GRIDER’S COURSE. LEARNED OP CODES, STACK MODELS, VM BASICS, AND COST TRADEOFFS.

THIS IS WHERE I STARTED CARING ABOUT PERFORMANCE, CONSTRAINTS, AND REAL-WORLD ENGINEERING.

REALIZED I WAS MISSING SYSTEM DESIGN. STARTED STUDYING ARCHITECTURE + SCALE. LEARNED WHY OPTIMIZATION MATTERS WHEN CONSTRAINTS ARE REAL.

ALSO FINALLY GOT SERIOUS ABOUT DATA STRUCTURES. TURNED “DSA DREAD” INTO ROUTINE.

STARTED INTERNING AT STATIONX. BUILT FEATURES, SHIPPED QUICKLY, LEARNED TEAM WORKFLOWS. GOT BETTER AT WRITING CLEAN, MAINTAINABLE CODE.

I STARTED SPEAKING UP MORE. ASKING BETTER QUESTIONS. DOCUMENTING EVERYTHING.

DID MULTIPLE WORKSHOPS + PRESENTATIONS+ HACKATHONS. STARTED CARING ABOUT COMMUNICATION AS MUCH AS CODE. LEARNED TO EXPLAIN COMPLEX TOPICS SIMPLY.

THIS YEAR IS WHERE “BUILDING” STARTED FEELING LIKE A CRAFT.

GRADUATED. WORKED AT PUSH PROTOCOL. BUILT PRODUCTION SYSTEMS WITH REAL USERS. STARTED THINKING MORE ABOUT SECURITY + RELIABILITY.

I ALSO DECIDED TO PURSUE A MASTER’S IN CS. APPLICATION GRIND BEGAN (AND SO DID DISCIPLINE).

MASTER’S IN CS. WENT DEEP INTO HEALTHCARE AI. THESIS WORK ON NAFLD / DILI. GOT INTERESTED AFTER A FRIEND’S SISTER WAS DIAGNOSED.

I CARE ABOUT WORK THAT’S TECHNICAL , AND HUMAN. WHERE MODELS ACTUALLY HELP PEOPLE.

WORKING ON TEMPORAL MODELING FOR NAFLD. FOCUS: EARLY SIGNALS OF LIVER INJURY. BUILDING SYSTEMS THAT CONNECT DATA → INSIGHT → ACTION.

STILL SHIPPING. STILL BUILDING. STILL LEARNING.”