SWE @ Rakuten Symphony · FDE
Hey, I'm Lohith.
I help teams ship AI into production the way I've shipped telecom software for four years — forward deployed, production first. Automation engineer at Rakuten Symphony, now completing an 8-month FDE intensive.
Live deployment map
Full registry →Every node is a real engagement or a slotted build from my 8-month FDE intensive. The network grows as I ship.
02
deployed systems
02
in progress
23
queued in pipeline
4+
years in production
Flagship engagements
Written like engagement reports, not project blurbs
Track 01 — Technology
Build the system
Industrial RAG, agents and multi-agent orchestration, MCP servers, fine-tuned SLMs, full-stack AI apps, cloud deployment — on top of four years of Python automation, CI/CD, and multithreaded systems in telecom production.
Track 02 — Consulting
Land the system
Discovery interviews, MECE problem decomposition, business-to-technical translation, PoV→PoC→MVP scoping, and stakeholder management — the half of forward deployment that never shows up in a GitHub repo. See field analysis →
On-site assistant
Don't read the whole site. Interrogate it.
The copilot answers questions about my experience from this site's content, with citations — and it's a documented engagement itself (ENG-002).