SYSTEM ARCHIVE // AGENT ENDPOINT

Vinay Mendole

AI/ML Engineer & Systems Developer at National Institute of Technology Delhi. Specialized in Reinforcement Learning, NLP architectures, and full-stack systems.

// MACHINE-READABLE ENDPOINTS:
• Raw Schema: /.well-known/ai-agent.json
• AI Markdown: /?ai=true
• RSS Syndication: /rss (Pending)
• GitHub: github.com/topspeed69
FULL BIOGRAPHY →DOWNLOAD RESUME →
SOFTWARE DEVELOPER · NIT DELHI, INDIA

Building intelligent systems. Writing about how they work.

I'm a software developer and computer science undergraduate at NIT Delhi. I spend most days writing distributed systems, reinforcement learning environments, and machine learning models that other people don't have to worry about — which is, I've come to believe, the highest compliment you can pay a piece of software.Off the clock I shoot photgraphs, hike, explore systems programming in Rust and C++, keep a paper notebook, and write essays here about the craft of making software.

SELECTED PROJECTS

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City-scale flood risk management simulator built to the OpenEnv architecture. Agents orchestrate barrier deployment, pump balancing, floodgate control, and civilian evacuations across a structured 8×8 grid under stochastic rainfall. Designed to evaluate LLM agents on spatial logistics with real-world consequence — flooding damage, resource exhaustion, and civilian risk. Meta PyTorch Hackathon Finalist.

Reinforcement Learning · Python · FastAPI · Docker

AI-powered legal assistant built with a Flutter frontend and Python backend. Accepts uploaded legal PDFs and supports natural language queries, contract drafting, NDA generation, and clause classification across multiple API endpoints. Targets individuals, law firms, and legal departments needing accessible document intelligence. Course project in Software Engineering (CSBB 254) at NIT Delhi.

InlegalBERT · Transformers · PyTorch · Gemma

A cross-platform version control system written in C++ implementing the core workflows of Git — repository init, staging, committing, branching, merging, reverting, and log viewing. File data is compressed using Huffman coding and all repository state is stored in a hidden .vcs directory, with branch references managed as lightweight pointers into the commit DAG. Semester project for Design & Analysis of Algorithms (CSBB 202) at NIT Delhi.

C++20 · CMake · Data Compression · Directed Acyclic Graph

Full-stack FuelEU Maritime compliance platform built on Hexagonal Architecture. The backend fully decouples domain entities and use cases from framework and database adapters, with Prisma + PostgreSQL as the outbound adapter. Features include GHG intensity computation, compliance balance banking, penalty calculation, route comparison, and multi-vessel pooling. The React frontend mirrors the same clean-architecture split across routes, comparisons, banking, and pooling pages.

TypeScript · Node.js · React · Hexagonal Architecture

RECENT WRITING

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