Abin Justinkumaravel
ABIN J
KUMARAVEL
LLM Engineer

Engineer. Creator. Builder.

01

// ABOUT ME

Writes systems.
Rewrites rules.

I'm Abin — LLM Engineer, CTO, and the kind of person who sees a broken system and immediately opens a code editor. I co-founded Lure Tech Solutions and ship production-grade AI: RAG pipelines, autonomous agents, and intelligent automation that replaces busywork with actual intelligence.

Outside the terminal: I practice Kalaripayattu, speak at colleges across Tamil Nadu, run a clothing brand, and document the whole chaotic journey on YouTube — all from Nagercoil, where nobody told me this was supposed to be hard.

Most people wait for permission. I shipped a company instead.

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Companies Built

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Industry Projects

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MNC Partners

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Students Reached

Abin — editorial portrait

AVAILABLE

Open to LLM Projects

// WHO I AM

The many faces of Abin.

01

The Engineer

LLM Engineer

Building production RAG systems, AI agents, and LLM pipelines. Enterprise-grade AI that actually ships.

AI · TECH
02

The Founder

CTO & Co-founder

Co-founded Lure Tech Solutions. Leading product architecture, team, and client delivery.

STARTUP · LEADERSHIP
03

The Face

Model & Visual Brand

My face is my brand. Curating a visual identity that's confident, editorial, and authentically South Indian.

MODELING · BRAND
04

The Teacher

Content Creator

YouTube channel teaching LLM engineering to developers across India. Making AI accessible.

YOUTUBE · EDUCATION
05

The Speaker

Tech Evangelist

College talks on AI, LLMs, and entrepreneurship. Inspiring Tamil Nadu's next wave of builders.

SPEAKER · COMMUNITY
06

The Builder

Entrepreneur

Clothing brand. Catering digital ops. Multiple revenue streams. Because builders build everything.

BUSINESS · REVENUE
02

// EXPERTISE

Six domains.
Infinite
applications.

I operate across the full spectrum — from AI architecture to personal brand.

LLM Engineering

RAG pipelines, AI agents, prompt engineering. Production-grade systems that scale beyond demos.

RAGAgentsLangChain

Software Development

Python, APIs, full-stack architecture. Clean code that ships on time and holds up under load.

PythonAPIsArchitecture

AI Automation

Workflow automation, n8n pipelines, and AI integrations that eliminate repetitive work, saving time daily.

n8nPipelinesWorkflows

Drone & Emerging Tech

warm AI research, DGCA-compliant drone operations, edge AI deployment at the frontier, innovation.

Swarm AIDGCAEdge AI

Entrepreneurship

From zero to clients. Product strategy, team building, and the mindset to ship fast—with clarity and consistency.

CTOStartupRevenue

Content & Speaking

YouTube channel, college keynotes, and community building for India’s AI builders—at scale nationwide

YouTubeTalksEducation

// SELECTED WORK

Projects that ship.

MNC PROJECT · NDA01
LLMRAGPythonLangChainEnterprise

Intelligent Document Intelligence Platform

Enterprise RAG system for a manufacturing-sector MNC. Natural language querying over 100,000+ documents. Reduced knowledge retrieval time by 70%.

70% FASTER · 100K+ DOCS · PRODUCTION

PRODUCTION02
AI AgentsOpenAICRM

Autonomous Customer Support Agent

Multi-step AI agent handling customer queries, routing, and resolution. 60% of queries resolved without human intervention.

60% AUTO-RESOLVED · LIVE

CO-FOUNDER03
SaaSFull StackLeadership

Lure Tech Solutions — Core Platform

Architected and shipped the core product. Led 3-person team from zero to first enterprise clients.

LIVE04
AIAutomationWhatsApp

Pommi Catering Digital Ops

Full digital transformation — online ordering, WhatsApp automation, social media funnel.

RESEARCH05
Swarm AIAutonomousEdge AI

Swarm Drone Navigation

Research on AI-driven swarm coordination for autonomous drone fleets without central server dependency.

ContentEducationAIYouTube

LLM Engineering Channel — @abin-justinkumaravel

India's most practical LLM engineering channel. RAG, agents, prompt engineering, real deployment. Teaching 1000+ developers how to build with AI.

RAG SystemsAI AgentsPrompt EngineeringLangChainLLM Freelancing
Watch Now →

// TIMELINE

The journey so far.

2024 – Present

CTO & Co-founder

Lure Tech Solutions

Leading product architecture, AI integration, team building, and client delivery for an AI-first tech company.

LLM SystemsProductTeam LeadClient Delivery

2024 – Present

LLM Engineer

Freelance & Client Projects

Building production RAG systems, AI agents, and automation for enterprise clients across India.

RAGLangChainOpenAIPythonn8n

2024 – Present

YouTube Creator

@abin-justinkumaravel

Teaching LLM engineering — RAG, agents, prompt engineering — to 1000+ Indian developers.

Content CreationLLMsEducationCommunity

2024 – Present

College Speaker

Tamil Nadu Engineering Colleges

Keynote talks on AI, LLMs, and entrepreneurship across Tamil Nadu. Inspiring the next generation.

Public SpeakingAI EducationLeadership

2023 – Present

AI Researcher — Swarm Intelligence

Independent Research

Exploring swarm-based drone coordination, multi-agent AI systems, and decentralized intelligence at the edge.

Swarm AIDrone SystemsMulti-AgentResearch

2021

First-Time Founder

Origin Point

Decided building was better than waiting. Launched a clothing brand, digitized a family catering business, landed first clients.

EntrepreneurshipBrand BuildingBusiness

// TRUSTED BY

Enterprise clients & partners.

Manufacturing MNCE-commerce PlatformSaaS CompanyEducational InstitutionHealthcare SectorRetail AutomationManufacturing MNCE-commerce PlatformSaaS CompanyEducational InstitutionHealthcare SectorRetail Automation

* Client names withheld under NDA · References available on request

Abin delivered an LLM solution that fundamentally changed how our team accesses institutional knowledge. The RAG system processes over 100,000 documents with remarkable accuracy. Exceptional technical depth.

Head of Digital Transformation

Manufacturing MNC

The AI agent system Abin built cut our customer support resolution time by 60%. He understood our business before writing a single line of code.

Product Manager

E-commerce Platform

// CONTENT

Teaching the world to build with LLMs.

AJ

@abin-justinkumaravel

LLM Engineering for Indian Developers

YOUTUBE
Large Language Models — fundamentals to production
RAG Systems — retrieval-augmented generation
AI Agents — autonomous multi-step systems
Prompt Engineering — systematic techniques
LangChain — practical implementation
LLM Freelancing in India
Coming: Drone AI · Swarm Systems · Edge LLMs
Abin lifestyle

// THE FULL PICTURE

More than an engineer.

MARTIAL ARTIST

Kalaripayattu Practitioner

India's oldest martial art. Building physical discipline, reflexes, and the mental clarity that makes 4:30 AM productive.

CLOTHING ENTREPRENEUR

Fashion & Retail Founder

Running a clothing store with DTF printing. Real business: inventory, staff, margins, customers.

COMMUNITY BUILDER

College Speaker

Talks on AI and entrepreneurship across Tamil Nadu. Giving back to builders who can't afford Silicon Valley.

DISCIPLINED SYSTEM

Personal Operating System

4:30 AM rise. 3L water. Gym before code. The routine is the foundation everything else is built on.

// WORK WITH ME

What I build for you.

01

LLM Integration

From ₹15,000

1–2 weeks

Integrate LLM capabilities into your existing product. Chat, search, summarization, or custom NLP pipelines.

  • Requirements scoping call
  • Custom LLM integration
  • API endpoints
  • Basic testing suite
  • 30-day support
★ FEATURED
02

RAG System Build

From ₹40,000

2–4 weeks

Enterprise-grade retrieval-augmented generation. Natural language querying over your documents, databases, and knowledge base.

  • Discovery & architecture design
  • Document ingestion pipeline
  • Vector database setup
  • Query & retrieval engine
  • Frontend integration
  • Deployment & monitoring
  • 60-day support
03

Full AI Agent System

From ₹80,000

4–8 weeks

Autonomous multi-step AI agents that handle complex workflows without human intervention. Custom tools, memory, and reasoning.

  • Full requirements workshop
  • Multi-agent architecture
  • Custom tool development
  • Memory & state management
  • Integration testing
  • Staging & production deploy
  • 90-day support + SLA

College Talk

From ₹3,000/session

Brand & Modeling Collaboration

By arrangement

// LET'S BUILD

Let's build something extraordinary.

Whether you need an AI system, a collaborator, or a speaker — let's talk.

I RESPOND WITHIN 24 HOURS.

Nagercoil, Tamil Nadu 🇮🇳 · Available Globally
Open to LLM Projects & Collaborations