AI Developer

Hi, I'm Mahesh.
I build AI systems that ship.

Full-stack developer specializing in RAG architectures, LLM integrations, and production-grade AI applications. Currently building with OpenAI, LangChain, and vector databases.

Certifications

Oracle AI Vector Search Oracle GenAI Professional Columbia ML

Selected Work

Production AI systems and full-stack applications

AI Platform

WorkBridge

AI-powered platform connecting students with real-world industry projects. Built RAG pipelines using LangChain + GPT-4 for intelligent project matching with 90%+ recommendation accuracy. Implemented semantic search with Pinecone vector embeddings.

MERN OpenAI LangChain Pinecone AWS
RAG System

News RAG Chatbot

AI-powered news query system using Gemini API and Qdrant vector database. Enables natural language queries over news articles with context-aware responses and source citations.

Gemini API Qdrant Python FastAPI
Fintech

Tradiofy

Crypto trading platform with ML-powered fraud detection. Built real-time transaction monitoring and risk assessment systems to identify suspicious patterns.

Node.js ML PostgreSQL Redis
Automation

Workflow Automation System

NestJS + Google Workspace automation executing 1K+ workflows daily. Intelligent routing engine for bid processing and automated financial operations (receipts, POs, compliance).

NestJS Google APIs Microservices

About

I'm a full-stack developer turned AI engineer, currently focused on building production RAG systems, LLM integrations, and scalable applications. I work across the entire stack—from React frontends to Node.js microservices to vector databases.

With experience at startups scaling MVPs to thousands of users and building enterprise automation systems, I understand both fast iteration and production reliability.

I hold certifications in Oracle AI Vector Search, Oracle Cloud GenAI, and Columbia University's Machine Learning program. I'm passionate about turning complex AI capabilities into practical, user-facing products.

Frontend

  • React / Next.js
  • TypeScript
  • Redux / Context
  • Tailwind CSS

Backend

  • Node.js / Express
  • NestJS
  • GraphQL / REST
  • Microservices

AI/ML

  • OpenAI / Gemini
  • LangChain / RAG
  • Pinecone / Qdrant
  • Prompt Engineering

Infrastructure

  • AWS / GCP / Azure
  • Docker / K8s
  • PostgreSQL / MongoDB
  • Redis

Experience

AI Developer

SAHIONEXT Technology Pvt. Ltd.

Oct 2025 – Present

Building production AI systems including RAG pipelines, LLM integrations, and vector search implementations. Working on end-to-end AI/ML solutions.

Full Stack Developer

PearlThoughts · Contract

Feb 2025 – Aug 2025

Built automation systems with NestJS and Google Workspace APIs. Designed intelligent routing engines and automated financial operations.

Full Stack Developer

The DevOps Team · Bangalore

Oct 2023 – Jan 2025

Scaled MVP to 5K users with ML-powered matching. Optimized Node.js APIs, built analytics pipelines, and deployed CI/CD for zero-downtime releases.

Let's work together

Interested in AI solutions for your product? I'm available for contract work, consulting, and full-time opportunities.