LangGraph · RAG
Multi-Agent Research
LLM agents that search, retrieve, reason, and write cited reports.
- LangGraph
- LangChain
- Gemini API
- Tavily
- ChromaDB
- FastAPI
rolloutsLatest: Is Traditional Machine Learning Dead?
Sujit AL
AI Engineer, Builder, Student
Edge AI Builder, AI Engineer, Researcher
AI Intern at Edio Electronics and final-year dual-degree student at IIT Madras and SRM University, taking AI out of the notebook and into the real world.
Former research intern at RuTAG, IIT Madras (May 2025 – Oct 2026), where I put computer vision on edge hardware: ResNet-18 / ViT models on a Raspberry Pi for cardamom drying, at 89% accuracy, with two patents filed.
Featured
Experience
Selected
Experience
Featured
Projects
API · scheduler · workers
Job Scheduler
Distributed scheduling with retries, a dead-letter queue, and heartbeats.
- FastAPI
- PostgreSQL
- React
- Docker
1L+ impressions
Architecture Academics
A full-stack EdTech platform: courses, events, jobs, and discussions.
- Next.js
- FastAPI
- PostgreSQL
- AWS
- Docker
- CI/CD
Recognition
Patents & Hackathons
Where the work was put in front of judges, and what came out of it.
Featured · 2 filed
Patent filings
From the AI-enabled cardamom dryer at RuTAG, IIT Madras, filed through the IIT Madras IP cell.
Winner · 2026
Paytm Build for India AI Hackathon
Built Munim AI, an AI assistant for small-business management.
Winner · 2025
Block-a-thon AI & Blockchain Hackathon
Led the team that won with an AI agent-based DeFi yield optimisation protocol.
Finalist · 2025
Google Agentic AI Hackathon
Built an agentic AI financial copilot.
Research track
Patents & Research
Patent filings, and the edge-vision research behind them.
Featured · 2 filed
Patent filings
IIT Madras IP cell
From the AI-enabled cardamom dryer at RuTAG, IIT Madras, filed through the IIT Madras IP cell.
Research Intern
RuTAG, IIT Madras · May 2025 — Oct 2026
Edge computer vision for cardamom drying
ResNet-18 / ViT on a Raspberry Pi, 89% accuracy, two patents filed.
- Raspberry Pi
- ESP32
- ResNet-18
- ViT
Final
CUMTA Open Innovation Challenge
Z-Tracs, the AI traffic management system built at Zeex AI, was selected for the final round.
Applied research
Research Systems
Retrieval research
Multi-Agent Research
Multi-agent reasoning / RAG retrieval / cited reports
LLM agents that search, retrieve, reason, and write cited reports.
- LangGraph
- LangChain
- Gemini API
- Tavily
- ChromaDB
- FastAPI
Explainable ML
Credit Risk + SHAP
SHAP explanations / calibration / error analysis
An XGBoost risk model that explains every prediction.
- Python
- XGBoost
- Scikit-learn
- SHAP
$ whoami
Sujit AL
AI Engineer / Builder / StudentEdge AI Builder / AI Engineer / Researcher
I build intelligent systems that move from curiosity to useful, real-world impact.
The work is technical. The reason is human.
proof: 4+ internships / 2 patents filed / 2 communities built / 2+ cloud certifications
- focus:
- AI agentsedge visionbackend platformscommunity
- stack:
- PythonPyTorchFastAPILangGraphAWSDocker
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