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ilakkiyan-j/README.md
Ilakkiyan J — AI Product Engineer Banner

Portfolio LinkedIn Email LeetCode



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⚡ Executive Summary

I am an AI Product Engineer specializing in bridging the gap between raw machine intelligence and responsive production software. My work spans local LLM orchestration, agentic autonomy, vector retrieval (RAG), and type-safe backend architecture through to desktop and web interfaces.


🎓 Engineering & Foundations

  • Institution: Karpagam College of Engineering (Coimbatore, TN)
  • Degree: B.E. Computer Science & Design (Expected Apr 2026)
  • Academic Merit: 8.5 / 10 CGPA
  • Location: Thiruvarur / Coimbatore, Tamil Nadu, India

🧠 Algorithmic Problem Solving

  • LeetCode Rating: 1641 (Top tier contest rating)
  • DSA Solved: 700+ algorithmic problems across LeetCode & GFG
  • Core Strengths: Graphs, Dynamic Programming, Tree Traversal, High-efficiency data structures

🔬 Research & Publications

  • Conference: ICIRCA 2026
  • Paper: "Medorc: A Digital-Twin-Driven Framework for Real-Time Health Data Orchestration"
  • Domain: Healthcare IoT, digital twins, event streams, secure clinical data routing

🤖 Focus & Exploration

  • Cloud & Local AI: Amazon Bedrock (Claude), Ollama local inference
  • Agentic Workflows: Autonomous tool execution, plan-and-solve loops
  • Retrieval-Augmented Generation: Semantic embeddings, ChromaDB, RAG pipelines

🚀 Flagship Projects

☁️ ALXO — AI Scope Management Platform

AWS AMPLIFY · AMAZON BEDROCK · NEXT.JS · DYNAMODB

An AI-driven platform that detects scope creep in real-time from project communications and generates evidence-backed change orders with deterministic cost modeling.

  • 🧠 Bedrock Claude Workflows: Intent classification, prompt orchestration, and contextual change detection
  • 🔢 Deterministic Modeling: Real-time scope variance calculations and automated budget adjustment formulas
  • ☁️ Serverless AWS Cloud: Architected and deployed with AWS Amplify, Bedrock, DynamoDB, and S3
  • 🔌 Full-Stack API Design: Robust type-safe endpoints built in Next.js & TypeScript

Stack: Next.js · TypeScript · Amazon Bedrock · DynamoDB · S3 · AWS Amplify

Alxo Repo Alxo Live Demo

🏥 Medorc — AI-Powered Healthcare Platform

RESEARCH · DATA ORCHESTRATION · ICIRCA 2026

A digital-twin-driven healthcare platform designed around secure health-data orchestration, real-time telemetry, and natural-language triage.

  • 🔌 High-Scale API Layer: 50+ type-safe REST APIs architected with TypeScript, Express.js, and Prisma
  • 🔐 Zero-Trust Security: Strict role-based JWT authentication and multi-tiered clinical permissions
  • 💬 Intelligent NLP Core: Built a RASA medical assistant with 20+ intents and 10+ custom entities
  • 🗄️ Data Integrity: PostgreSQL on Neon with optimized relational schemas

Stack: TypeScript · Express.js · Prisma · PostgreSQL · JWT · RASA · Vercel · Render

Medorc Org Medorc Live Demo

💼 Experience & Milestones

IBM

AI Intern — AICTE × IBM SkillsBuild × 1M1B
Jul 2026 — Sep 2026 · Virtual

  • Completed an Applied AI internship focused on AI for sustainability.
  • Engineered ReServe AI, an AI platform for food surplus forecasting, redistribution, and food safety assistance.
  • Applied prompt engineering, NLP, RAG, IBM Granite, and responsible AI techniques across production pipelines.
Dev

Software Development Intern — Datacom Job Simulation · Forage
Jun 2026 · Virtual

  • Executed systematic root-cause analyses on complex codebases, implementing regression fixes and refactoring bottlenecks.
  • Maintained strict code review standards, API testing, and developer documentation.
Award

Hackathons & Innovation Honors

  • 🥈 2nd Place — Smart India Hackathon (SIH) internal college round among 30+ competitive teams
  • 🥉 3rd Place — Avantaa '24 Project Expo for Nexaid

📜 Certifications & Accreditations

🧠 Oracle

Agentic AI Certified Foundations Associate
Issued Jul 2026

💻 HackerRank

Software Engineer Certification
Issued Jul 2025

🌐 Udemy

The Complete 2024 Web Development Bootcamp
Issued Nov 2024

🛠️ Technical Matrix

🤖 AI & Intelligent Systems
⚙️ Backend & Cloud
💻 Frontend & Styling
🧰 Tools & Languages

📈 System Telemetry & Activity

Ilakkiyan's GitHub Stats Top Languages

Streak Stats

🤝 Let's Architect the Future

Whether you're developing an autonomous agentic workflow, building a local-first AI assistant, or engineering resilient backend microservices, I'm always open to discussing new opportunities and technical collaborations.

Portfolio LinkedIn Email



Crafted with precision & systems engineering principles · © 2026 Ilakkiyan J

Pinned Loading

  1. Alxo Alxo Public

    AI-powered scope drift detector & change order generator for freelancers and agencies. Built with Next.js 14, Amazon Bedrock (Claude 3 Haiku), AWS DynamoDB, and React Three Fiber.

    TypeScript 1

  2. ReServe-AI ReServe-AI Public

    TypeScript

  3. Medorc/.github Medorc/.github Public