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Vaibhav SelkarVS
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Vaibhav Selkar

@vaibhavselkar

AI engineer shipping production LLM systems end to end. RAG, multi agent orchestration, and the evals that prove they work.

India
Message

What I'm looking for

I’m seeking AI product engineering and full-stack roles where I can build close to users, ship with high autonomy, and own both product and engineering to deliver measurable outcomes in production.

I build AI-powered products end-to-end, from idea to production. As a co-founder and sole engineer, I own engineering architecture, product strategy, and AI integration from inception, aiming for fast execution in early-stage, resource-constrained environments.

I’ve shipped multi-tenant SaaS platforms with LLM integrations (RAG, automated workflows, AI-driven automation), cutting API lI build production LLM systems end to end: retrieval augmented generation, multi agent orchestration, and the evaluation work that proves any of it actually functions.

Currently a Senior Product Engineer at Unlock My Job, where I designed a multi agent AI orchestrator with cost optimized model routing and hard enforced guardrails, and built a production retrieval system on Postgres/pgvector with HNSW indexing.

Previously founding engineer at Sanghamitra, where I built the engineering function from scratch and shipped two multi tenant SaaS platforms with LLM integrations. Cut API latency 66%, lifted new user conversion 28%, and held 99.9% uptime.

I own the full lifecycle from retrieval layer to interface, frequently as the sole engineer on a team. Looking for AI Engineer, Applied AI Engineer, Forward Deployed Engineer, or AI Product Engineer roles, remote, worldwide.atency by 66% (420ms → 140ms). On live systems, I’ve delivered measurable outcomes like 28% improvement in new-user conversion, 70% LLM feature adoption growth, and 99.9% production uptime through end-to-end product and engineering ownership.

I run development with PRDs, roadmaps, sprint planning, and release coordination while personally delivering production code across the full stack. I’m now looking for AI product engineering and full-stack roles where building close to users and shipping with high autonomy are the expectation.

Experience

Work history, roles, and key accomplishments

SA
Current

Co-Founder & AI Product Engineer

Sanghamitra

Apr 2024 - Present (2 years 5 months)

Co-founded an EdTech AI platform from scratch and built multi-tenant SaaS end-to-end, integrating LLM features for student writing feedback, quizzes, and assessments. Reduced API latency by 66% (420ms→140ms), improved new-user conversion by 28%, increased LLM feature adoption by 70%, and maintained 99.9% uptime.

SI

Product Development Manager

Sanghamitra Business Incubator

Mar 2021 - Mar 2024 (3 years)

Owned end-to-end product lifecycle for two consumer hardware lines, managing concept/prototyping through manufacturing coordination and regional launches. Built Hyderabad market presence independently (including demos across 7 product lines) and served as Principal Investigator on a city-wide water quality study informing product development.

Education

Degrees, certifications, and relevant coursework

Indian Institute of Technology Madras logoIM

Indian Institute of Technology Madras

Diploma, Data Science & Programming

2024 -

Grade: 8.75/10

Pursuing a Diploma in Data Science & Programming at IIT Madras, with a current GPA of 8.75/10.

WorldQuant University logoWU

WorldQuant University

Applied Data Science, Data Science

2023 - 2023

Completed the Applied Data Science program at WorldQuant University from February to August 2023.

BW

Bajaj College of Science, Wardha

Bachelor of Science, Microbiology, Botany & Chemistry

2017 - 2020

Completed a Bachelor of Science in Microbiology, Botany & Chemistry at Bajaj College of Science, Wardha (July 2017 to December 2020).

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