Mission 01
Galois
Learn group theory by turning a Rubik's cube: turn a 3D cube, notice what happens, then learn the name for it, from identity and permutations to why every position solves in 20 moves.
TypeScript3DVitestPlaywright
Origin story
Five years at J.P. Morgan turning business-user needs into production full-stack systems, first in Index Research, now in Portfolio Insights for Asset & Wealth Management.
I own features end to end, work closely with product owners and operations teams, mentor junior engineers, and keep production systems reliable.
Outside work, I build systems, frameworks and playgrounds that turn maths, markets and music into something you can touch. I learn new domains fast and ship end to end.
Powers
AI
LLM agents (Bedrock, Vertex AI, Gemini, ADK)MCPMulti-agent designContext engineeringPrompt engineeringAgent skills
Backend
JavaSpring BootPythonFastAPIDjangoKafkaRESTLucene
Frontend
ReactReduxViteJavaScriptTypeScript
Data & Cloud
AWS (EKS, ECS, EMR, Lambda, Bedrock)DockerTerraformPostgreSQLDynamoDBRedis
Engineering
CI/CDJenkinsGitSonarCypress/Cucumber BDD
Domain
Asset managementModel portfoliosETFsPortfolio analyticsClient reporting
Missions
Mission 02
Prayog
A simulated stock exchange and bot arena: simulated traders make the market; people trade by hand or with their own bots.
JavaPythonTypeScriptKafkaPostgreSQLRedisDocker
Mission 03
Personal Financial Intelligence Agent
Google Cloud Agentic AI Day (Jul 2025): an agent that gives personalised financial insights using Fi Money's MCP server. Shortlisted in the top 700 teams of 57,000+ developers.
GeminiGoogle ADKVertex AIMCP
Off duty
Mathematician
group theory and puzzles
Musician
piano, DJing, production
Strategist
game theory and strategy games
Mind
psychology
Timeline
Secondary School Certificate (SSC)
St. Francis High School, Bhayandar
Higher Secondary Certificate (HSC)
Swami Vivekanand Junior College, Dahisar
Bachelor of Engineering (B.E.) in Computer Engineering
Vivekanand Education Society's Institute of Technology (VESIT), Chembur · University of Mumbai
Analyst & Associate, Software Engineer II
Index Research, J.P. Morgan
- 2021Winner, Induction Program: wrote the algorithmic-trading strategy for a provided exchange and app
- 2022Winner, SEPathon hackathon
- 2023Led a team of 6 to 2nd place in the DeepRacer competition, J.P. Morgan Mumbai Tech Center (MTC)
- 2024Co-led the DeepRacer competition for 700+ participants, J.P. Morgan Mumbai Tech Center (MTC)
Associate, Software Engineer II
Portfolio Insights (Asset & Wealth Management), J.P. Morgan
- Jul 2025Top 700 of 57,000+ developers, Google Cloud Agentic AI Day
- 2025 – 2026City Lead & SME, AWS AI League, J.P. Morgan Mumbai Tech Center (MTC)
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