Software engineer (3+ years) specializing in backend, authentication, and distributed systems , and now I'm moving deeper into AI systems: LLM agents, retrieval-augmented generation, and the infrastructure that makes ML reliable at scale.
Currently a Software Developer at Smartsheet working on identity and authentication; previously at SAP Labs. B.Tech in Computer Science, VIT (CGPA 8.9).
- Systems for AI — serving, retrieval, and reliability for ML/LLM workloads
- Backend & distributed systems — Go, microservices, high-throughput APIs (built auth services handling 20K+ peak RPS at p95 ≤ 30ms)
- Cloud & DevOps — AWS (ECS/Lambda), CI/CD, observability
A mix of my own builds and open-source contributions.
| Project | What it is | Stack |
|---|---|---|
| Product-Catalog-Manager | Full-stack catalog manager with auth and RESTful CRUD APIs | React, Node.js, Express, MongoDB |
| RAG document assistant (coming soon) | Grounded question-answering over documents using an open LLM + vector search | Go / Python, Ollama, vector DB |
| Model-serving gateway (coming soon) | Auth + rate-limiting + inference proxy with load-test benchmarks | Go |
| RL agent (coming soon) | Reinforcement-learning agent on a Gymnasium environment | Python |
I contribute to AI/agent and infrastructure projects in Go:
- Podiom — orchestration layer for local LLM agents (MCP/tool/skill integration)
- eko — AI-powered snapshot versioning CLI
- meshery-mcp-server — MCP server for Meshery designs
Languages: Go · Python · Java · JavaScript · C/C++ · SQL Backend & data: Node.js · React · MongoDB · MySQL Cloud & tooling: AWS (ECS, Lambda, DMS, EC2) · Docker · CI/CD · Datadog · Git
Machine learning, reinforcement learning, and LLM/agent systems — building toward research-grade AI engineering.
- LinkedIn: Link
- Email: yoshita.m3@gmail.com