Sunil AI Lab

AI-First Software Engineer

AI systems that reason about code, architecture, and engineering knowledge.

Knowledge graphs, agent workflows, and developer tooling for engineering teams. Focused on GraphRAG, AI agents, MCP tooling, and intelligent developer experiences.

I help teams ship production AI features — from RAG pipelines to autonomous agents — without hiring a full ML team.

Sunil CJAI-First Software EngineerChennai, India

View Case StudiesWork With Me
  • 2ApplicationsSearchHome · Praodic
  • 3Architecture Case StudiesRepo Intelligence · Multi-Agent PR Review · Service-Graph MCP
  • 2Interactive DemosLive browser-based product simulations

Featured Project

Repo Intelligence Platform

Repo Intelligence Platform — System ArchitectureData flows from source repositories through an indexer and knowledge graph builder into a graph database, where the GraphRAG layer powers AI agents that serve a developer interface.01Repositories01 — Repositories02Repository Indexer02 — Repository Indexer03Knowledge Graph Builder03 — Knowledge Graph Builder04Graph Database04 — Graph Database05GraphRAG Layer05 — GraphRAG Layer06AI Agents06 — AI Agents07Developer Interface07 — Developer Interface

A platform that transforms software repositories into queryable knowledge graphs, enabling AI systems to understand architecture, dependencies and code relationships.

Capabilities

  • Understand large codebases in minutes
  • Trace dependencies across repositories
  • Query architecture using natural language
  • Visualize service relationships
  • Enable AI-assisted engineering workflows

Tech

.NETPostgreSQLGraphRAGClaudeKnowledge Graphs
Read case study →

Applications

Products in production.

Shipped applications — each paired with a deep case study and a live demo you can run in your browser.

  • LIVELive

    SearchHome

    Real-estate search experience that turns open-ended lifestyle goals into structured property matches. Indexes listings, learns preferences from conversational refinement, and surfaces explainable recommendations.

    Case Study →Live Demo →Private project
  • LIVELive

    Praodic

    Architectural project collaboration platform for a Tirukoilur design and build firm. One product that runs the public brand surface, the internal project workflow, and the external client and contractor review loop.

    Case Study →Live Demo →Private project

Currently Building

  • Unified Knowledge Graph

    Cross-repository intelligence layer connecting services, documentation, architecture and engineering knowledge.

  • AI Video Factory

    Automated pipeline for script generation, voice synthesis, video creation and publishing.

Sunil CJAI-First Software EngineerChennai, India

Who I Am

Software Engineer focused on AI systems, knowledge graphs, GraphRAG, and developer tooling.

I build products, architecture platforms, and engineering workflows that help teams understand software systems and make better technical decisions.

Building something?sunilskcj@gmail.comWork with me

Have a product that needs AI features?

Work with me →