Sharan Kumar
AI Backend engineer with 1.5+ years building production LLM systems, agentic tool-calling backends, multi-provider model orchestration and realtime voice pipelines on FastAPI and P
Talent
ChennaiMember since August 3, 2026
PythonSQLFastAPIPostgreSQLPostGISRedisAlembicOpenAIGeminiprompt cachingLiveKit AgentsDeepgram STTElevenLabs TTSGCP Cloud RunCloudflareDocker & ComposeGitHub ActionsGitSvelteKitNext.jsPlaywright
·
Hire this person
Send a job offer directly to this candidate
PythonSQLFastAPIPostgreSQLPostGIS
About
AI Backend engineer with 1.5+ years building production LLM systems, agentic tool-calling backends, multi-provider model orchestration and realtime voice pipelines on FastAPI and PostgreSQL, deployed on GCP. Six production systems shipped across travel, ed-tech and sales-intelligence.
Experience
AI Developer at TELIC INFO SERVICES PVT LTD (2025-05 – Present)
- Architected the AI concierge for a multi-country travel PWA built by a 5-engineer team - an 11-tool function-calling agent over FastAPI and PostgreSQL/PostGIS backing 226 REST endpoints, with SSE streaming surviving client disconnect and 2,100+ backend tests.
- Built an OpenAI → Gemini provider router with automatic failover and migrated both providers to the /v1/responses API, adding reasoning-effort controls and truncation detection.
- Cut LLM spend through cross-provider prompt caching (Anthropic cache_control, Gemini explicit caching, OpenAI cached-token discounting) with per-turn token accounting and quota billing persisted to PostgreSQL.
- Delivered real-time voice across web, Telegram and WhatsApp using LiveKit Agents with Deepgram STT and ElevenLabs TTS - live transcript streaming, speaker attribution and per-speaker audio lanes.
- Owned three security-audit remediations end to end (30+ findings): JWT algorithm enforcement, IDOR ownership checks, CSRF, user-level rate limiting, encrypted secret storage and log sanitisation.
- Deployed to GCP Cloud Run behind Cloudflare with Docker Compose, Alembic migrations and GitHub Actions CI; drove Redis write-through caching and N+1 query and index fixes across hot read paths.
- Shipped through peer code review across four repositories; reviewed teammates' PRs on shared feature branches.
AI Developer Intern at TELIC INFO SERVICES PVT LTD (2024-12 – 2025-04)
- Built 5+ AI applications on the Phidata agentic framework - a video-to-SOP generator converting tutorial videos into structured Word/PDF procedures, a museum RAG chatbot with camera and audio input, and a PRD generator producing architecture and Mermaid diagrams.
Education
B.Tech in Computer Science and Engineering – Vellore Institute of Technology, Chennai (2021 – 2025)
Skills
agentic tool-calling backends
