Vaibhav Selkar
@vaibhavselkar
AI engineer shipping production LLM systems end to end. RAG, multi agent orchestration, and the evals that prove they work.
What I'm looking for
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
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.
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
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
Applied Data Science, Data Science
2023 - 2023
Completed the Applied Data Science program at WorldQuant University from February to August 2023.
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).
Availability
Location
Authorized to work in
Website
vaibhavselkar.infoSalary expectations
Social media
Skills
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