Open to Full-Time Roles•

Full-Stack & Agentic AI Engineer

I build Agentic AI
software that works
beyond the browser.

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Behind the Code

Building at the intersection of software and intelligence.

Ilakkiyan J

Full-Stack & Agentic AI Engineer · AWS & Bedrock Builder

Based in India

Focus Areas

Agentic AIBedrock, LLMs, RAG

Cloud & BackendAWS, APIs, DynamoDB

Full-StackNext.js, TypeScript, UI

Google Developer ProgramPremium Tier

“I'm a Computer Science and Design engineer who builds complete systems — from modern full-stack web applications and scalable AWS cloud architectures to Agentic AI platforms and LLM workflows that solve high-impact real-world problems.”

700+DSA Problems Solved

1641LeetCode Contest Rating

50+API Endpoints Built

2+Hackathons & Honors

Tech Stack

Amazon BedrockAgentic AIMCP ServerAgensi SkillsNext.jsTypeScriptPythonFastAPIAWS AmplifyDynamoDBPostgreSQLReactC++RAGOllamaPrismaDockerNode.jsExpressTailwindAmazon BedrockAgentic AIMCP ServerAgensi SkillsNext.jsTypeScriptPythonFastAPIAWS AmplifyDynamoDBPostgreSQLReactC++RAGOllamaPrismaDockerNode.jsExpressTailwind

Project Lab

Systems & Products I've Built.

From cloud-native Agentic AI infrastructure to distributed health platforms and offline intelligence.

Flagship Platform · Sep 2026

ALXO

AI Scope Management & Change Order Platform

Led backend architecture and AWS infrastructure for an enterprise AI platform that monitors conversations to detect scope creep, classifies client requests with Amazon Bedrock Claude, and generates evidence-backed change orders with deterministic cost-impact math.

Next.jsTypeScriptAmazon BedrockClaude 3.5DynamoDBAWS S3AWS Amplify

Bedrock Claude-based Classification

Deterministic Cost Math

Evidence-Backed Change Orders

AWS Amplify & S3 Pipeline

Live Demo Architecture & Code

alxo.engine / scope-radar

Bedrock Claude 3.5 Active

Client Inbound [Slack #project-roadmap]14:02 PM

"Can we also add automated multi-tenant PDF invoice parsing with OCR before next Friday's demo?"

Scope Creep Detected (94.8% Confidence)AWS Bedrock Sonnet

Requested OCR capabilities exceed original Sprint Scope S-03.

Effort Impact

+18 Dev Hours

Budget Variance

+$1,350 USD

DynamoDB + S3 SyncedAWS Amplify Pipeline

CORE50+ APIs

JWT AuthRole-Based

RASA AI20+ Intents

Neon DBPostgreSQL

Digital TwinStreams

HEALTH PLATFORMRESEARCHICIRCA 2026

Published Research · Jan 2026

MEDORC

AI-Powered Healthcare & Digital-Twin Platform

Architected 50+ type-safe REST APIs with role-based JWT authentication and built a RASA-powered clinical conversational assistant with 20+ intents and 10+ custom entities. Co-authored the underlying research paper presented at ICIRCA 2026.

TypeScriptExpress.jsPrismaPostgreSQLJWTRASAVercelRender

50+ Type-Safe Endpoints

20+ Intents & 10+ Entities

ICIRCA 2026 Paper Presented

Role-Based JWT Security

Live Demo GitHub Paper

Agensi.io · MCP SkillOct 2026 · Published

Cartix

Model Context Protocol

E-Commerce Agent Skill & MCP Server

Autonomous commerce skill published on Agensi. Exposes deterministic tools to search orders, query product catalogs, and audit live inventory across LLM agent workflows.

MCP ServerAgensiAgentic AITypeScriptREST APIsNode.js

Agensi Skill GitHub

AICTE — IBM SkillsBuildJul–Sep 2026

ReServe AI

Food Surplus Forecasting & Redistribution

Built during an applied AI sustainability internship. Leveraged prompt engineering, NLP, RAG, and responsible AI techniques to forecast food surplus and assist food safety redistributions.

Prompt EngineeringNLPRAGPythonIBM GraniteResponsible AI

Live Demo GitHub

Completed

Offline AI Desktop EngineOpen Source

SOFI

100% Offline AI Desktop Assistant

Combines local LLM inference (Ollama), ChromaDB semantic memory, Vosk voice interaction, and 20+ automated desktop tools for distraction-free edge computing.

ElectronFastAPIOllamaChromaDBVoskCoqui-TTS

View Source Code20+ Tools

Explore more on GitHub

Open-source contributions, distributed systems experiments, and AI tools — all on my GitHub profile.

github.com/ilakkiyan-j

Research

Academic Work.

ICIRCA 2026 — Published

Medorc: A Digital-Twin-Driven Framework for Real-Time Health Data Orchestration and Decision Support

Co-authored and presented at ICIRCA 2026

Proposes an open-source framework for real-time health data orchestration and decision support using digital-twin-based reasoning over heterogeneous clinical and wearable data. The system builds adaptive digital twins that continuously align with physiological, contextual, and environmental data streams, enabling low-latency reasoning and preemptive action through event-based pipelines and distributed intelligence.

Digital TwinsEvent-Driven ArchitectureEdge IntelligenceHealthcare AIOpen Source

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Technical Stack

Tools of the Trade.

A comprehensive overview of my core engineering, cloud infrastructure, and Agentic AI toolkit.

Agentic AI

AI & ML

Model Context Protocol (MCP)

AI & ML

Amazon Bedrock

AI & ML

Agensi Skills

AI & ML

RAG

AI & ML

LLMs

AI & ML

Ollama

AI & ML

RASA

AI & ML

Prompt Engineering

AI & ML

ChromaDB

AI & ML

AWS Amplify

Cloud & DevOps

Amazon S3

Cloud & DevOps

AWS Cognito

Cloud & DevOps

Vercel

Cloud & DevOps

Render

Cloud & DevOps

Docker

Cloud & DevOps

Python

Backend

TypeScript

Backend

C++

Backend

FastAPI

Backend

Node.js

Backend

Express.js

Backend

Prisma ORM

Backend

REST APIs

Backend

React.js

Frontend

Next.js

Frontend

Tailwind CSS

Frontend

JavaScript

Frontend

HTML5

Frontend

CSS3

Frontend

PostgreSQL

Databases

DynamoDB

Databases

MySQL

Databases

Git

Tools

GitHub

Tools

Postman

Tools

Figma

Tools

My Journey

The path so far

Scroll to walk through my milestones.

Ongoing · 2026

McKinsey.org Forward Program | Digital Leadership & StrategyActive / Featured

Currently ongoing with the prestigious McKinsey & Company Forward Program.
Focusing on future-ready digital leadership, critical thinking, business problem solving, and agile adaptability.

Oct 2026

Published Agent Skill & MCP Server — Agensi.ioActive / Featured

Architected and published Cartix, an autonomous e-commerce agent skill and Model Context Protocol (MCP) server on the Agensi.io registry.

agensi.io/skills/cartix →•GitHub Repository →

Oct 2026

Google AI Professional Certificate — CourseraActive / Featured

Validated expertise in foundation models, prompt engineering, generative AI solutions, and applied machine learning architectures.

View Credential →

Sep 2026

ALXO — AI Scope Management PlatformActive / Featured

Led backend architecture & AWS infrastructure for an enterprise AI platform that detects scope creep from conversations.
Engineered Amazon Bedrock Claude-based classification, prompt workflows, APIs, and deterministic cost-impact math.
Designed and deployed the end-to-end platform using AWS Amplify, Bedrock, DynamoDB, and S3.

Jul 2026 – Sep 2026

AI Intern | AICTE — IBM SkillsBuild — 1M1BActive / Featured

Completed an Applied AI internship focused on AI for sustainability.
Built ReServe AI, an AI platform for food surplus forecasting, redistribution, and food safety assistance.
Applied prompt engineering, NLP, RAG, and responsible AI techniques.

Aug 2026

Make Agentic AI Work for You — IBM SkillsBuildActive / Featured

Specialized certification validating expertise in designing, orchestrating, and deploying autonomous agentic workflows and tool-calling systems.

View Credential →

Jul 2026

Agentic AI Certified Foundations Associate – OracleActive / Featured

Oracle Certified Foundations Associate credential in Agentic AI, foundation models, and multi-agent architectures.

View Credential →

Jun 8, 2026

Google Developer Program | Premium TierActive / Featured

Member of the Google Developer Program — Premium Tier.

Google Developer Profile (g.dev/ilakkiyan) →

Jan 2026

Medorc Healthcare & ICIRCA 2026 PublicationActive / Featured

Co-authored "Medorc: A Digital-Twin-Driven Framework for Real-Time Health Data Orchestration", presented at ICIRCA 2026.
Architected 50+ type-safe REST APIs and built a RASA assistant with 20+ intents and 10+ custom entities.
Deployed the full-stack platform using Vercel, Render, and Neon PostgreSQL.

2026

Problem Solving: LeetCode Contest Rating 1641Active / Featured

Solved 700+ Data Structures and Algorithms problems across LeetCode and GeeksforGeeks with a 1641 contest rating.

2024 – 2025

Hackathon Victories & Avantaa Project ExpoActive / Featured

Secured 2nd Place at Smart India Hackathon (SIH) internal college round among 30+ teams.
Led team to 3rd Place at Avantaa'24 Project Expo for Nexaid.

Get In Touch

Let's build something
intelligent.

I'm interested in opportunities where I can build impactful software, AI-powered products, and scalable systems.

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Online

"You've reached the end. If you're considering Ilakkiyan for an opportunity, I can summarize everything you need to know."

I build Agentic AIscalable cloudsoftware that worksbeyond the browser.

Building at the intersection of software and intelligence.

Ilakkiyan J

Focus Areas

Tech Stack

Systems & Products I've Built.

ALXO

MEDORC

Cartix

ReServe AI

SOFI

Explore more on GitHub

Academic Work.

Medorc: A Digital-Twin-Driven Framework for Real-Time Health Data Orchestration and Decision Support

Tools of the Trade.

The path so far

McKinsey.org Forward Program | Digital Leadership & StrategyActive / Featured

Published Agent Skill & MCP Server — Agensi.ioActive / Featured

Google AI Professional Certificate — CourseraActive / Featured

ALXO — AI Scope Management PlatformActive / Featured

AI Intern | AICTE — IBM SkillsBuild — 1M1BActive / Featured

Make Agentic AI Work for You — IBM SkillsBuildActive / Featured

Agentic AI Certified Foundations Associate – OracleActive / Featured

Google Developer Program | Premium TierActive / Featured

Medorc Healthcare & ICIRCA 2026 PublicationActive / Featured

Problem Solving: LeetCode Contest Rating 1641Active / Featured

Hackathon Victories & Avantaa Project ExpoActive / Featured

Let's build somethingintelligent.

RIVEN

Systems & Products I've Built.

ALXO

MEDORC

Cartix

ReServe AI

SOFI

Explore more on GitHub

Academic Work.

Medorc: A Digital-Twin-Driven Framework for Real-Time Health Data Orchestration and Decision Support

Tools of the Trade.

The path so far

McKinsey.org Forward Program | Digital Leadership & StrategyActive / Featured

Published Agent Skill & MCP Server — Agensi.ioActive / Featured

Google AI Professional Certificate — CourseraActive / Featured

ALXO — AI Scope Management PlatformActive / Featured

AI Intern | AICTE — IBM SkillsBuild — 1M1BActive / Featured

Make Agentic AI Work for You — IBM SkillsBuildActive / Featured

Agentic AI Certified Foundations Associate – OracleActive / Featured

Google Developer Program | Premium TierActive / Featured

Medorc Healthcare & ICIRCA 2026 PublicationActive / Featured

Problem Solving: LeetCode Contest Rating 1641Active / Featured

Hackathon Victories & Avantaa Project ExpoActive / Featured

Let's build somethingintelligent.

RIVEN

I build Agentic AI
software that works
beyond the browser.

Let's build something
intelligent.

Let's build something
intelligent.