Amar Nagargoje

I'm a AI Engineer specializing in taking AI products from prototype to production. My work sits at the intersection of LLM engineering, distributed backend systems, and real-world ML infrastructure, and I'm typically brought in when a team needs someone who can architect, build, and harden end-to-end AI workflows — not just demos.

Across EasyBeeAI, MIT, Cognitive, and Coforge, I've built high-throughput distributed backends (Kafka/SQS, PySpark, FastAPI, Node.js), GPU training and fine-tuning pipelines (PyTorch, CUDA, MLflow, QLoRA, RLHF), agentic and RAG systems (LangGraph, CrewAI, Pinecone), and Kubernetes-native deployment frameworks on AWS/GCP/Azure capable of handling 10K+ real-time requests with 99.99% uptime. I've consistently delivered under tight timelines — shipped MVPs in weeks, reduced latency by 2–3×, and cut infra costs by 30%.

My value is simple:

I make AI systems run in production — fast, stable, and cost-efficient.

And I do it in environments where speed, ownership, and clarity matter.

MS in Computer Software Engineering, Northeastern University, USA

BS in Computer Science Engineering, MIT University, Pune, India

✈️ Outside of engineering, I'm an aviation enthusiast and future pilot.

0→1 Product Builder

Successfully built and deployed multiple AI products from scratch, including a Trading AI Agent and Trustworthy RAG systems. I thrive in ambiguous environments and love turning ideas into production-ready solutions.

AI Research Enthusiast

Former research member at MIT's Computer Science & AI Lab (MEDIA LAB), where I worked on cutting-edge NLP and LLM research. I stay on top of the latest AI developments and love experimenting with new techniques.

Full-Stack Engineer

Expert in Python (FastAPI, LangChain), modern web frameworks (Next.js, React), and cloud infrastructure (AWS, Docker). I build complete AI solutions from backend APIs to beautiful user interfaces.

Client-First Mindset

As a Forward Deployed Engineer, I work directly with clients to understand their needs, prototype solutions rapidly, and iterate based on feedback. I'm passionate about delivering value and ensuring client success.

Core Expertise

Agentic AI Systems
LangGraph & Multi-Agent
RAG Implementations
FastAPI & Python
Next.js & React
Model Context Protocol
Prompt Engineering
AWS & Cloud Infrastructure
CrewAI & n8n
LLM Fine-tuning
Vector Databases
CI/CD & DevOps