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Pavun Kumar R

AI Engineer architecting autonomous workflows & secure LLM systems

Next.jsLangGraphSupabaseAWSPython
Available for work
RoleAI Engineer
CompanyThoughtSeed
LocationChennai, India
FocusLLM Systems
01 / About

Building systems,
not wrappers

I am an AI Engineer specializing in building production-grade agentic workflows and secure LLM architectures. I do not build simple wrappers — I architect autonomous systems that solve complex backend friction.

Currently at ThoughtSeed, I focus on bridging the gap between raw LLM capabilities and reliable business applications. My core stack includes Next.js, LangGraph, Supabase, and AWS.

Technical Highlights

  • Architecting stateful, human-in-the-loop autonomous agents using LangGraph
  • Built and deployed a Generative AI model for processing and analyzing historical legal judgments, optimizing data pipelines with PostgreSQL
  • Developing secure LLM architectures tailored for high-compliance environments

I am actively building in public and documenting my code. Always open to discussing technical architecture, remote engineering opportunities, or micro-SaaS development.

02 / Experience

Where I’ve shipped code

ThoughtSeed

1 yr 6 mos · Hybrid

Dec 2024 – Present

Associate Innovation Developer

Full-time · Jul 2025 – Present

RAGAutomationLangGraph

Junior Innovation Developer

Full-time · Mar 2025 – Jul 2025

Web DevelopmentWeb Scraping

Full Stack Developer

Internship · Dec 2024 – Mar 2025

Web DevelopmentBack-End

LUNEWISE Technologies

Director · On-site

Apr 2025 – Sep 2025

Led software infrastructure and engineering leadership at a technology startup in Madurai, Tamil Nadu.

Software InfrastructureLeadership

WhatsLegal.ai

AI & Data Engineer · Remote (Germany)

Sep 2024 – Dec 2024

Built AI/ML pipelines and data engineering solutions for a legal-tech platform based in Germany.

PythonWeb ScrapingData Engineering
03 / Skills

Tech stack & tools

AI & LLM

LangGraph/LangChain/RAG/OpenAI/Groq/CrewAI/Agents/Vector DBs

Backend

Python/FastAPI/Node.js/Express/PostgreSQL/Supabase/Redis/asyncio

Frontend

Next.js/React/TypeScript/Tailwind CSS/shadcn/ui/JavaScript

Cloud & Infra

AWS/Docker/GitHub Actions/Vercel/Linux/OAuth 2.0

Data & Tools

Web Scraping/Selenium/BeautifulSoup/Pandas/Git/REST APIs
04 / Projects

What I’ve built

EmployAI — Open Source AI Agents Platform

Open Source
2025

Self-hosted AI agents that auto-reply to customer emails and generate LinkedIn posts. Gmail auto-reply with knowledge base context, LinkedIn content generation with approval workflow, multi-tenant architecture, and swappable LLM backends (Groq, LM Studio, OpenAI).

FastAPILangGraphOAuth 2.0asyncioNext.js

Autonomous Legal AI Agent

2024

Generative AI model for processing and analyzing historical legal judgments. Optimized data pipelines with PostgreSQL for high-throughput document ingestion.

LangGraphPostgreSQLPython

Secure LLM Architecture

2025

Production-grade secure LLM architecture tailored for high-compliance environments. Stateful, human-in-the-loop autonomous agents with full audit trails.

LangGraphAWSSupabase

RAG Pipeline System

2025

Retrieval-Augmented Generation pipeline bridging raw LLM capabilities with reliable business applications. Production-deployed with automated monitoring.

RAGNext.jsFastAPI
05 / Contact

Let’s connect

Open to discussing technical architecture, remote engineering opportunities, or micro-SaaS development. Reach out — I respond fast.