Kunal Rathod · Senior AI / GenAI Engineer · 7+ yrs
SeniorBuilt for
About Kunal
Kunal Rathod is an Applied AI/ML Lead + Senior AI/ML Engineer + Full Stack + Backend + Embedded Engineer building SonaraAI Job Search with LangChain + GPT + RAG + Korn Ferry Candidate Skill Evaluator NLP + Campground Rating + Realtime Chat Socket. IO + Density Traffic Arduino IR sensors.
7+ years of commercial experience in
Skills(25)
Why hire Kunal?
AI/ML Lead + Sr AI/ML + Full Stack + Backend + Embedded + Korn Ferry client
SonaraAI — LangChain + GPT + RAG personalized recommendations
Korn Ferry — Candidate Skill Evaluator NLP + multi-agent
Campground Rating — MongoDB + Node + Express full-stack
Realtime Chat — Socket.IO + Node.js bidirectional
Density-Based Traffic — Arduino + IR sensors smart prioritization
Built SonaraAI + Korn Ferry + Campground + Realtime Chat + Density Traffic
Project highlights(5)
SonaraAI — Intelligent Job Search Assistant – Applied AI/ML Lead
SonaraAI - Intelligent Job Search Assistant — LangChain + GPT + RAG personalized recommendations.
Key outcomes:
Built LangChain + GPT-powered job search with RAG document retrieval, deployed via FastAPI + Docker.
Korn Ferry — Candidate Skill Evaluator – Senior AI/ML Engineer
- AI system to analyse and rank candidate resumes using NLP techniques with multi-agent orchestration.
- Designed AI system for resume analysis and ranking via NLP.
- Integrated LangGraph to orchestrate multi-agent interactions for profile analysis.
- Implemented embedding-based ranking mechanisms — reportedly improving evaluation accuracy by 25%.
Key outcomes:
Reportedly improved candidate-evaluation accuracy by 25% via embedding-based ranking.
Built multi-agent profile-analysis system with LangGraph orchestration.
Campground Rating Website – Full Stack Developer
- CRUD-based platform for users to share and review campgrounds.
- Built full-stack development with MongoDB, Node.js and Express.js.
Key outcomes:
Built CRUD-based campground review platform with MERN-style stack.
Realtime Chat Application – Backend Developer
- Chat interface with Socket.IO + Node.js backend for real-time bidirectional communication.
- Implemented chat interface using Socket.IO with Node.js backend.
- Enabled real-time communication between users with bidirectional data flow.
Key outcomes:
Built real-time chat with Socket.IO bidirectional flow on Node.js backend.
Density-Based Traffic Management System – Embedded Engineer
- Engineered using Arduino and IR sensors for traffic signal automation with smart prioritisation of high-density traffic lanes.
- Engineered Arduino + IR sensor traffic signal automation.
- Enabled smart prioritisation of high-density traffic lanes.
Key outcomes:
Built Arduino-based density-aware traffic signal automation reducing congestion.
Industry experience
AI / ML Platform
2 projects- •SonaraAI — Intelligent Job Search Assistant— Applied AI/ML LeadLangChain · GPT models · RAG · FastAPI +2
- •Korn Ferry — Candidate Skill Evaluator— Senior AI/ML EngineerPython · LangGraph · NLP · Embeddings +1
At a Glance
Single contract. No agency markup confusion.
Typically responds within 4 business hours.
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Kunal Rathod
AI/ML Engineer