Headline

EM @ Goldman Sachs | AI Enthusiast | Mentor | Open Source Contributor | Music Producer

About

Engineering Manager at Goldman Sachs building distributed systems and AI infrastructure for high-stakes trading platforms — engines processing 100K+ accounts in real time, and multi-agent AI pipelines running on live production financial data. I work across a wide range of problem spaces, from large-scale backend platforms to applied AI systems, and believe great engineering goes beyond domain expertise — it requires genuine curiosity across disciplines. Currently focused on the intersection of distributed systems and agentic AI. Always building something outside of it too.

Location

Bengaluru

AI stack

claude code

codex

elevenlabs

langgraph

mcp

Wispr Flow

Work experience

Engineering Manager at Goldman Sachs, Apr 2026 - Present · 5 mos, Bengaluru, Leading a team of engineers building distributed platforms and AI systems for portfolio management and trading workflows. Responsible for architecture decisions, technical roadmap, and end-to-end delivery across high-throughput backend systems and production AI infrastructure. Key focus areas include constraint evaluation engines processing 100K+ accounts in real time, multi-agent AI pipelines integrated into live trading platforms, and platform redesigns delivering significant performance and scalability improvements. Beyond execution, I invest heavily in team growth — through mentorship, design reviews, and raising the engineering bar across the team.

Open Source Developer at Independent Contributor, Nov 2019 - Present · 6 yrs 10 mos, • GSSoC: Delivered features, performance optimizations, and UI/UX improvements across projects in Java, Python, React, Angular, Docker, and Kubernetes. • Mentorship: Actively mentoring 20+ engineers on backend engineering fundamentals, system design patterns, and open-source contribution.

Associate (SDE - 2) at Goldman Sachs, Dec 2023 - Mar 2026 · 2 yrs 4 mos, Bengaluru, • Constraints Evaluation Engine: Built a high-throughput distributed constraint evaluation engine (Java/Scala) processing 100K+ accounts in real time for trading optimization – parallel evaluation with deterministic, auditable output across complex financial rule sets. • Production AI System: Engineered a LangGraph multi-agent decision framework and exposed it as an MCP service layer on live trading platforms – enabling real-time agentic reasoning on production financial data. • Platform Redesign: Rewrote data schema, Spring Boot/Vert.x REST APIs, and Angular frontend ground-up – eliminated processing bottlenecks achieving 10x reduction in computation time and 90% cut in data load with zero-downtime migration. • API Design & Data Modeling: Designed RESTful and event-driven APIs over Kafka; optimized MongoDB and SingleStore query patterns with targeted caching and batching, significantly reducing latency across high-frequency trading workflows. • End-to-End Ownership: Partnered with quant strategists, PMs, and front-office traders to drive projects from architecture and API contracts through deployment, observability, and production monitoring.

Project Administrator at GirlScript Summer of Code, Mar 2023 - Jul 2023 · 5 mos, Remote

Project Administrator at GirlScript Summer of Code, Mar 2022 - Jul 2022 · 5 mos, Doctor-Verse Doctorverse is the marketplace for doctors, hospitals, and healthcare professionals. Find the right doctor for you with our interactive map-based interface. Millions of people trust Doctorverse for their needs, which include finding the clinic closest to them, voting on doctors' quality of service, or asking questions to a doctor online. We're more than just an app; we're your personal healthcare assistant! Doctorverse is the easiest way to find your area's best doctors and hospitals. We provide you with ratings, reviews, and even the option of having a consultation with your doctor online. Link: https://github.com/jain-rishabh-21/DoctorVerse

Analyst (SDE-1) at Goldman Sachs, Jun 2021 - Dec 2023 · 2 yrs 7 mos, Bengaluru, Karnataka, India, • Working on the Constraints Manager Workspace by delivering the feature requirements of Portfolio Managers for their smooth working. • Used Technologies like - JAVA, Angular, ElasticSearch, MongoDB, ProcessMonitors etc.

Open Source Developer at GirlScript Summer of Code, Feb 2021 - May 2021 · 4 mos, Worked on various open-source projects to enhance my coding skills. Primarily worked on projects namely pbchess, REST-Fetch, Flask Certificate Generator, Bunk Manager, SpeakEd, Periodo, JSS Connect, doc2pec, Blogsite, MERN Guruji, Hotel On Touch etc. and tech stack included MERN, Flask, Docker, Python, Adobe XD, Figma etc.

Education

Bachelor's degree, Electrical and Electronics Engineering, PEC University of Technology, Chandigarh

Public links

github: https://github.com/jain-rishabh-21

leetcode: https://leetcode.com/krackerzzz

youtube.com: https://youtube.com/@krackerZZZ