Hey, I'm Karan 👋
Lead AI Engineer
Karan Singh
Lead AI Engineer
As a Lead AI Engineer with a foundation in Senior Full Stack Development, I specialize in architecting and scaling production-ready AI ecosystems. I bridge the gap between complex machine learning models and robust web applications, ensuring that AI is not just a feature, but a core driver of business value.
My expertise spans the end-to-end development lifecycle: from fine-tuning LLMs and architecting advanced RAG applications to building scalable infrastructures using the MERN stack, Python, and AWS. I am a hands-on leader dedicated to technical excellence, mentoring cross-functional teams, and delivering high-impact solutions that leverage SQL, Firebase, and cutting-edge AI integrations.
Lead AI Engineer
Kuanta AI
Venture Intelligence
"Spearheaded AI-driven startup evaluations to revolutionize venture capital intelligence and market validation workflows."
Engineered advanced AI research agents for automated team assessment and multi-stage market validation.
Optimized Gemini/Vertex AI performance for high-precision startup evaluation, reducing manual analysis time by 70%.
Architected and deployed production-ready RAG pipelines to synthesize insights from thousands of data sources.
Led strategy implementation for end-to-end AI engineering initiatives within a cross-functional team.
Tech Stack
Expertise gathered over 5+ years of building & scaling high-performance applications.
AI & Innovation
Cloud & Data
Core Development
Selected Projects
A curated selection of my work in AI, Full Stack & Product.
AI Knowledgebase
Personal Project • 2024
Created a flexible chat interface for unstructured data interaction (PDFs, Web Scraping).
Utilized Gemini AI and Qdrant Vector DB for efficient agentic retrieval.