AI Engineer @ SKY360.AI

Puvith Kumar

 

Building production-grade Agentic AI, RAG pipelines, and intelligent backend infrastructure. Specializing in LangGraph state workflows, MCP tool integration, Text-to-SQL agents, and local/hosted LLM serving.

Puvith Kumar
Portfolio

Featured Projects

Selected flagship projects featuring Agentic AI, RAG, AI Infrastructure, Generative AI, and Production Software Systems.

GraphBash — AI Linux System Agent
Agents + MCP + Linux
Flagship 01

01 — GraphBash / NodePilot — AI Infrastructure Agent

Secure AI-powered platform for managing and orchestrating Linux infrastructure via natural language. Built with LangGraph state graphs, Model Context Protocol (MCP) tool schemas, JWT security, and human-in-the-loop approval gating for elevated shell operations.

Python FastAPI LangGraph MCP PostgreSQL JWT Docker REST APIs
Deep Research Agent — Autonomous Research System
LangGraph & Multi-Agent
Flagship 02

02 — Deep Research Agent — Autonomous AI Research

Multi-step autonomous AI research system powered by LangGraph and Mistral AI. Automatically decomposes complex questions into search sub-plans, fetches real-time web context via Tavily, critiques findings, and generates structured Pydantic reports.

Python LangGraph Mistral AI Tavily Search Pydantic FastAPI LLM Agents
SareeFusion AI E-Commerce Platform
GenAI + AWS Cloud
Flagship 03

03 — SareeFusion — AI E-Commerce Platform

Full-stack Generative AI fashion discovery platform combining YOLO motif segmentation with PyTorch pattern synthesis. Containerized with Docker and deployed on AWS ECS behind an ALB load balancer with automated configuration outage recovery & rollback strategies.

Generative AI PyTorch YOLO FastAPI Docker AWS ECS Load Balancer
Repository:
CreativeFlow Enterprise Platform
Spring Boot & Full-Stack
Flagship 04

04 — CreativeFlow — Enterprise Management Platform

Full-stack enterprise project operations platform demonstrating Java/Spring Boot backend engineering alongside a modern React frontend. Implements Spring Security JWT authentication, MySQL relational schema optimization, and project/task dependency workflows.

Java Spring Boot React MySQL REST APIs Spring Security
Repository:
Explorations

Mini Projects & Applications

Technical Toolbox

Skills & Expertise

Prioritized AI/ML frameworks, backend data systems, LLM infrastructure tools, and full-stack web technologies.

AI & Agentic Systems

Target Core
Python LangGraph Agentic AI RAG Architecture MCP (Model Context Protocol) LLM Agents Text-to-SQL LLM Evaluations Prompt Engineering Embeddings & Vector Search Mistral & Local LLMs

Backend & Data Engineering

Core Stack
FastAPI PostgreSQL Redis SQL Optimization DuckDB REST APIs Pydantic Data Validation

LLM Infra & DevOps

Production Ops
vLLM & Ollama Local Model Deployment GPU Inference Tuning LLM Latency Profiling Docker Containerization AWS & AWS ECS Git & GitHub Actions CI/CD Linux Systems

Full-Stack & Core CS

Software Eng
React JavaScript Java Spring Boot MySQL HTML5 / CSS3
Work History

Work & Engineering Experience

Leadership & Community

Experience & Contributions

Credentials

Certificates & Achievements

Communication

Get In Touch

Have a question or want to work together? Send me a message!

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