Hi, I'm Ishaan Koradia
I am
Building production AI models, autonomous agents, and interactive web tools.
Product & AI engineering
Real-time, type-safe web apps people use every day, taken from first pixel to production with agentic workflows.
Systems & infrastructure
Model Context Protocol (MCP) integrations, high-throughput FastAPI backends, and parallelized ETL pipelines kept reliable at scale.
Cloud & delivery
Docker, automated CI/CD workflows, and serverless architectures that move work from my machine to production safely and repeatably.
AI Engineer at Handshake AI.
Frontier LLM evaluation, golden benchmark datasets, and instruction-tuning on NVIDIA Nemotron-12B.
Built for real-world impact.
Real-time API metadata.
21
Public Repos
Python
Top Stack
19
Active Projects
Active
Building AI & ML
Code Languages Breakdown
Recent Repositories
my-data-science-portfolio
My Data Science Portfolio in the form of a website! Stay tuned as I keep making it better and better!
RigScouter-AI
Data science & AI project repository
my-personal-website
AI-enhanced personal portfolio website with a responsive frontend and MCP-backed chatbot, showcasing Ishaan Koradia’s skills, projects, and generative AI interaction in a product-style experience.
Tech Stack & Capabilities
Machine Learning & Frontier AI
LLM evaluation, agentic pipelines, RAG, and neural computation.
Data Engineering & Backend Systems
FastAPI/FastMCP services, PostgreSQL, parallel ETL, and Docker.
Web Engineering & Dataviz
TypeScript, React, Next.js, and interactive data visualization.