Building the Neural Infrastructure for Modern Business.
Building the Neural Infrastructure for Modern Business.
// WHO I AM
The many faces of Abin.
The Engineer
LLM Engineer
Building production RAG systems, AI agents, and LLM pipelines. Enterprise-grade AI that actually ships.
The Engineer
AI System Engineer
Building at Lure Techsolutions. Leading product architecture, team, and client delivery.
The Face
Model & Visual Brand
My face is my brand. Curating a visual identity that's confident, editorial, and authentically South Indian.
The Teacher
Content Creator
YouTube channel teaching LLM engineering to developers across India. Making AI accessible.
The Speaker
Tech Evangelist
College talks on AI, LLMs, and entrepreneurship. Inspiring Tamil Nadu's next wave of builders.
The Builder
Entrepreneur
Clothing brand. Catering digital ops. Multiple revenue streams. Because builders build everything.
Multimodal RAG
Vision-Language Models + Knowledge Graph retrieval. ColPali-powered pipelines that treat documents as images — zero OCR brittleness.
Agentic Workflows
Stateful multi-step agents orchestrated with LangGraph. Real-time tool use, memory, and human-in-the-loop checkpoints.
SLM Fine-Tuning
Domain-specific model adaptation with Unsloth + QLoRA + DPO. GPT-4 quality at 10× lower cost using Knowledge Distillation.
FastAPI & Backend
Production-grade Python APIs with FastAPI, PostgreSQL, and Redis. Clean microservice architecture that holds up under real load.
Entrepreneurship
Managing Director at TheHouseOfRegent. AI System Engineer at Lure Techsolutions. From zero to enterprise clients — product strategy, team, and revenue.
AI Education
YouTube channel teaching advanced LLM engineering to 1000+ Indian developers. Keynote speaker at Tamil Nadu engineering colleges.
// SELECTED WORK
Agentic systems.
Production-grade.
02 / 03 — HYBRID SEARCH · RERANKING
// TIMELINE
The journey so far.
// TRUSTED BY
Enterprise clients & partners.
* Client names withheld under NDA · References available on request
// THE FULL PICTURE
More than an engineer.
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.
MARTIAL ARTIST
Kalaripayattu Practitioner
India's oldest martial art. Building physical discipline, reflexes, and the mental clarity that makes 4:30 AM productive.
CLOTHING BUSINESS
Fashion & Retail
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.
LLM Integration
From ₹15,000
1–2 weeksIntegrate 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
RAG System Build
From ₹40,000
2–4 weeksEnterprise-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
Full AI Agent System
From ₹80,000
4–8 weeksAutonomous 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 Collab
By arrangement