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kuntal-devrat/README.md

โšก About Me

  • ๐ŸŽ“ Specialization: Computer Science & Engineering in Artificial Intelligence & Machine Learning.
  • ๐Ÿš€ Systems & Accelerated Computing: Architecting GPU-accelerated compute pipelines using WebGPU (WGSL), zero-cost abstractions in Rust, and vectorized SIMD kernels (AVX-512 / AVX2 / NEON).
  • ๐Ÿง  AI & Automation Runtimes: Building deterministic execution frameworks and autonomous agent runtimes for local and cloud environments.
  • ๐Ÿ”ฌ Polyglot & Compilers: Author of PipeQL (declarative query compiler) and numerical precision libraries with hardware-directed rounding.

๐Ÿš€ Featured Open-Source Projects

โšก fuzzgpu

PyPI Rust Stars

Hardware-Accelerated Fuzzy String Matching & Sequence Alignment

Cross-platform GPU compute engine written in Rust with native Python & WASM bindings. Powered by wgpu (WGSL) shaders, Rayon SIMD, and full multi-byte Unicode scalar parity (6.3ร— faster than RapidFuzz). Zero CUDA dependencies.

pip install fuzzgpu โ€ข Explore โ†’

๐Ÿ”ฎ PipeQL

Rust SQL Stars

Pipelined, Injection-Safe Polyglot Query Language & Compiler

A declarative, ergonomic query language designed in Rust. Provides compile-time syntax safety and transpiles directly into optimized SQL targets for PostgreSQL, SQLite, DuckDB, and MySQL.

Rust Core โ€ข Explore โ†’

AI Python Stars

High-Speed Deterministic Desktop Automation & AI Execution Layer

Execution framework providing sensory feedback, deterministic actions, and zero-latency tool dispatch for autonomous AI agents operating on desktop environments.

Desktop Agent Execution โ€ข Explore โ†’

๐Ÿ”ฌ precise-numpy

PyPI SIMD Stars

Error-Bound Numerical Computing with SIMD & Directed Rounding

NumPy-compatible interval arithmetic arrays with hardware-directed IEEE 754 rounding modes, PyO3 bindings, and single-pass AVX-512 / AVX2 / NEON vectorized kernels.

pip install precise-numpy โ€ข Explore โ†’

๐Ÿค– rezon

npm JS Stars

In-Browser AI Agent Runtime for Static HTML

A lightweight npm package that enables developers to run autonomous AI agents directly inside a single static HTML file without complex server backends.

npm install rezon โ€ข Explore โ†’

๐Ÿณ qyro

Docker Sandbox Stars

Sandboxed Multi-Language Code Execution Engine

A high-concurrency polyglot execution engine using isolated Docker micro-environments for secure code execution across languages.

TypeScript / Docker โ€ข Explore โ†’


๐Ÿ› ๏ธ Languages & Tech Stack

Core Programming Languages

Rust Python TypeScript JavaScript C++ WGSL

Accelerated Compute, SIMD & Systems

WebGPU SIMD PyO3 Rayon WebAssembly

AI, Frameworks & Backend

PyTorch FastAPI NumPy Docker PostgreSQL DuckDB


๐Ÿ“Š GitHub Analytics

Devrat's GitHub Stats ย  Top Languages

โœจ Contribution Activity

GitHub Contribution Grid Snake


Crafted with passion, precision & performance by Devrat Kuntal โ€ข @kuntal-devrat

Pinned Loading

  1. Plugd Plugd Public

    JavaScript

  2. pivvo pivvo Public

    Pivvo is a small, pragmatic CLI tool to initialize and manage Python projects. It helps you bootstrap a project directory (with a virtual environment, git repo, basic files), manage dependencies inโ€ฆ

    Python

  3. Duality-Hackathon Duality-Hackathon Public

    This is the submission of Duality Hackathon Project By Team - Code Offenders

    TypeScript 1

  4. Fooler Fooler Public

    JavaScript

  5. Second-Brain Second-Brain Public

    JavaScript

  6. winweb-desk winweb-desk Public

    TypeScript