Sriz Debnath
A passionate Computer Science student specializing in building secure, scalable, and innovative solutions across Web2 and Web3.
About Me
I am a driven Computer Science Engineering student with a deep-seated passion for decentralized technologies and artificial intelligence. My technical journey has led me to specialize in backend development with the MERN stack and gain proficiency in Python and C.
I thrive in collaborative and high-pressure environments, a skill honed while participating in East India’s largest hackathon, Hack4Bengal.
Top Achievement
Top 0.25% at Hack4Health, IIIT Delhi
Secured 11th position out of 4500+ participants in a national HealthTech hackathon.
Coursework Highlights
Synapse
Stop Studying. Start Farming.
We turn the boring engineering syllabus into an interactive video game. Synapse solves "tutorial hell" by making learning active and competitive. Earn Aura Points, maintain streaks, and unlock achievements while mastering technical skills.
AI Learning Paths
Bite-sized "Quests" generated by Gemini AI to master complex topics.
In-Browser IDE
Don't just read code. Run and test examples instantly without setup.
Gamification
Climb the Global Leaderboard, earn Badges, and become an "Aura Knight."
AI Tutor
Context-aware assistant lives inside every lesson to simplify topics.
My Tech Stack
A robust arsenal of tools for building autonomous agents, scalable infrastructure, and decentralized apps.
DevOps & Automation
Docker
Kubernetes
GitHub Actions
Terraform
AWS
Bash Scripting
AI / ML & Agents
LangChain/Graph
TensorFlow
PyTorch
Scikit-learn
Blockchain Development
Ethereum
Solana
Solidity
Rust
Full Stack (MERN)
MongoDB
Express.js
React
Node.js
Next.js
Tailwind CSS
Firebase
Languages & Tools
Python
JavaScript
Linux
Git
Java
C
Arch Linux
Professional Experience
Building autonomous systems, scalable infrastructure, and gamified economies.
Founder & CTO
Full-Stack Architecture & Scalability
Designed and deployed a scalable LMS using Next.js 14, TypeScript, and Firebase. Engineered the state management system with Zustand to handle real-time user progress, streaks, and global leaderboards.
Web3 Economy & Smart Contracts
Developed the "Learn-to-Earn" economy. Wrote and deployed Solidity smart contracts to tokenize user achievements, enabling secure, transparent distribution of Aura Points and marketplace rewards.
Generative AI Integration
Integrated Google Gemini API to power dynamic course generation and an in-lesson AI tutor. Implemented prompt engineering strategies to ensure the AI delivers context-aware, syllabus-specific explanations.
Founding DevOps & AI Engineer
Agentic Architecture & RAG
Architected an autonomous agent using LangGraph and Vector Databases (ChromaDB) to ingest repository context. Created a system that deeply "understands" code dependencies.
Sandboxed Cloud Execution
Implemented secure, ephemeral cloud environments using E2B Sandboxes. Allows the AI to spin up VMs, apply fixes, and run tests in isolation before creating a Pull Request.
Event-Driven Security
Built infrastructure responding to GitHub Issues via webhooks. Integrated Supabase RLS to ensure multi-tenant security and encrypted credential management.
SentinelZero | Under the Hood
Unlike standard coding assistants, SentinelZero is an Agentic System. See how it autonomously detects, plans, fixes, and verifies bugs without human intervention.
1. Event Trigger
The process begins when a user opens a GitHub Issue. A webhook fires the payload to the SentinelZero backend, activating the agent.
2. Agent Reasoning (RAG)
LangGraph orchestrates the plan. The RAG engine queries ChromaDB to understand repository context, dependencies, and relevant files.
3. Sandboxed Verification
SentinelZero spins up an isolated E2B cloud VM. It applies the fix and runs the test suite. If tests fail, it iterates autonomously.
4. Execution & PR
Once verified, the PyGithub agent pushes the code, creates a new branch, and opens a detailed Pull Request with test results.
Featured Projects
From autonomous AI agents to decentralized platforms, here is what I have been building.
SentinelZero - Autonomous DevOps Agent
Private BetaAn autonomous AI agent that listens to repository events, reproduces bugs in a secure E2B cloud sandbox, and automatically generates Pull Requests to fix them. Uses RAG to understand codebase context and specialized microservices to Perceive, Plan, and Act.
Synapse - Gamified Learning Platform
LiveA Web3-enabled educational platform that turns engineering syllabus into an RPG. Features AI-generated learning paths, in-browser IDEs, and a tokenized economy where students earn crypto for learning.
AI Resume Reviewer
PrototypeTo streamline the hiring process, I developed an AI-powered tool that automatically parses and analyzes resumes from PDF files. This application, built with React and Docker, provides immediate insights.
Saheli - Menstrual Health Companion
PrototypeA smart menstrual health platform using Next.js and Firebase. Integrates real-time sensors to track data and control vibration-based pain relief devices.
My Hackathon Journey
Thriving in high-pressure, collaborative environments where innovation comes to life
July 5-6, 2025
Build on APTOS Hackathon (Kolkata Edition)
RISE IN | APTOS
A 24-hour Build on Aptos Chain hackathon where we created innovative solutions leveraging the Aptos blockchain.
July 16-17, 2025
Hack4Health
IIIT Delhi
A 24-hour national HealthTech sprint focused on creating AI-driven solutions. Our team developed a prototype for predictive disease analysis.
Top 0.25% (Rank 11/4500+)
September 6-7, 2025
MetaMorph 1.0
GNIT
It was a 36-hour hackathon where we built VitalLink, an organ donation platform utilizing an AI RAG model and blockchain for transparency.
Finalist of MetaMorph (1st in Blockchain Domain)
September 8, 2025
Internal Hackathon for SIH
GCELT
At the Internal Hackathon for SIH, we created DeepSea AI, an innovative solution for detecting unknown species in deep sea biomes.
1st Runners Up
September 16-17, 2025
Build on ALGORAND (Kolkata Edition)
RISE IN | ALGORAND IN
We created an Algorand-Native Decentralized OTC Trading Platform – a trustless, on-chain solution that lets users swap assets peer-to-peer without intermediaries.
October 25-26, 2025
Build on CELO (Kolkata Edition)
RISE IN | CELO MENA & APAC
The Varidian Protocol: Geospatial AI Asset-Indexer A decentralized platform on the Celo blockchain that uses Artificial Intelligence to verify, tokenize, and trade real-world ecological impact.
My Blockchain Ecosystems
Hover over a coin to discover its technology and see real projects built with it.
Get In Touch
Have a question or a project in mind? I'd love to hear from you. Fill out the form below, and I'll get back to you as soon as possible.
