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Utkarsh GualUG
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Utkarsh Gual

@utkarshgual

Full stack engineer at an AI startup. Python, Go, TypeScript. I build LLM features and the backend plumbing that keeps them fast and reliable.

India
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What I'm looking for

A remote backend, full-stack or AI engineering role on a small, product-focused team where I can own features end to end, from API and data model to deployment. I’d love to work on LLM-powered products, and I’m happy to overlap with US or EU hours.

At Opptimise AI, I shipped My Team, a behavioural team-analytics product with coaching chat, consent-gated score sharing, a manager-coaching assistant, and team-scoped insights. I also own Python/FastAPI coaching chatbots that tailor guidance to each organization’s competency framework.

I built Opptimise AI’s pre-production CI gate, requiring checks and migration safety tests before builds, and restructured the pipeline to cut build spend 40–50%. I also introduced per-job authorization and shipped an internal Slack bot for super-admin operations.

At FinnAI — AIForge Tech Pvt Ltd, I built a durable sequencing execution engine for voice, SMS, WhatsApp, and email cadences. I fixed production races with Redis-based concurrency controls and migrated realtime services from Node.js to Go, supporting roughly 4,000 concurrent calls at production peak for an enterprise client.

I also improved FinnAI’s multilingual post-call analysis for Indian languages, lifting answer correctness 40% as validated by native speakers. In my DialogLens project, I built real-time game-chat analytics for sentiment, intent, and entity extraction, surfaced in React dashboards.

Experience

Work history, roles, and key accomplishments

FL

Founding Engineer

FinnAI - AIForge Tech Pvt Ltd

Mar 2025 - Jan 2026 (10 months)

Built the agentic layer for the Finn voice agent: an MCP server for Claude, in-call tool calling, multi-agent RAG with guardrails and an eval harness (copilot tokens -17%). Built the sequencing engine from scratch, fixed three production races with Redis ZSET leases, and moved realtime services from Node.js to Go (~4,000 concurrent calls).

Education

Degrees, certifications, and relevant coursework

JE

JSS Academy of Technical Education

B.Tech, Computer Science and Engineering (AI & ML)

2022 - 2026

Grade: 8.14/10

Activities and societies: Finalist, Sprinthacks Hackathon

B.Tech in Computer Science and Engineering (AI & ML), graduated 2026 with a CGPA of 8.14/10. Finalist at the Sprinthacks Hackathon.

IB

IIT Bombay

Certification, Python

Completed a certification in Python through the Spoken Tutorial program.

KO

KodeKloud

Certification, AWS ECS

Completed a certification in AWS ECS.

MA

MathWorks

Certification, Machine Learning

Completed the ML Onramp certification.

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