Goldman Sachs
Production Engineer, Associate
Skills:Python,Bash,FIX Protocol,Linux,Observability
Systems that stay calm under pressure.
01
Profile
I deploy and operate infrastructure across cloud regions and data centers for teams where downtime is expensive: trading desks, robotics fleets, biotech pipelines. The goal is always the same. Provision cleanly, fail predictably, stay understandable.
- Now
- Production Engineer at Goldman Sachs, on the systems behind global FICC trade flow
- Depth
- 6 years across cloud infrastructure and system reliability in high-consequence spaces: Finance, Physical AI, and Biotech
- Focus
- Platform Reliability, Automation, and Infrastructure that explains itself
- Also
- Building Foreperson.ai
02
Experience
- Oct 2025 — Present
- Aug 2025 — Oct 2025Trossen Robotics
Cloud Infrastructure Engineer
Skills:AWS EKS,Kubernetes,Helm,Terraform
- Oct 2024 — Jul 2025Kais Associates
Cloud Engineer
Skills:AWS Lambda,DynamoDB,EventBridge,Python,Cloud Build
- Jul 2023 — Dec 2023Moderna
Cloud and Infrastructure Engineer
Skills:CloudFormation,Go,EC2,EventBridge,SNS
- Aug 2020 — Aug 2022Persistent Systems
Software Engineer
Skills:GCP,Pub/Sub,Dataflow,GKE Anthos,Kubernetes
03
Projects
Foreperson.ai
Problem
A single construction job carries thousands of pages of contracts, specs, drawings, RFIs, and submittals. The answer to any given question is almost always in there. Finding it means reading, and the people who need the answer have the least time to read.
Contribution
I built the product end to end: the retrieval and reasoning layer, the API, the interface teams actually work in, and the infrastructure it runs on.
Solution
Documents land in S3 and are indexed twice: dense embeddings for meaning, BM25 for the exact clause numbers and part codes that embeddings lose. Questions are answered against the source rather than a summary, so every answer traces back to the page it came from. Teams raise RFIs, log action items, and generate daily reports without leaving the documents behind.
Outcome
Running in production on AWS: a FastAPI and PostgreSQL backend behind a Next.js frontend, transactional mail through SES, Cloudflare in front, and Sentry watching both halves. It ships continuously and serves real project teams.
Skills:FastAPI,Next.js,PostgreSQL,AWS,Hybrid RAG,TypeScript
04
Certifications
05
Education
- Boston, MANortheastern University
Master of Science, Software Engineering
- Nagpur, IndiaRamdeobaba University
Bachelor of Engineering, Electronics Design Technology
07