Skip to content
View Sagar2006's full-sized avatar
4 followers · 8 following

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

Highlights

  • Pro

Block or report Sagar2006

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
Sagar2006/README.md

👾 Hi there, I'm Sagar Kumar 👋

⚡ AI Systems & Full-Stack Engineer | Deep Learning Infrastructure & High-Performance Computing

🌐 Portfolio • 📧 Email Me • 🐙 GitHub

Location Open To Work Focus


Retro 8-Bit Pixel Typing SVG

Pixel Line Divider


💫 About Me

I am a passionate Software Engineer specializing in AI Systems Infrastructure, Deep Learning Acceleration, and Modern Full-Stack Applications. My work spans low-level kernel benchmarking & custom sparse attention mechanisms to high-throughput web architectures and algorithmic design.

  • 🔬 Currently Researching & Building: Microbenchmarking sparse attention backends (RSA-X) in PyTorch/Triton, hardware-aware latency/throughput profiling.
  • ⚡ Core Strengths: Custom Deep Learning Engines from Scratch, System Optimization (C++/PyTorch/Triton), RESTful Architectures, and Responsive Web Platforms.
  • 🎯 Career Goal: Engineering high-efficiency AI model backends & scalable full-stack platforms that turn complex research into production-grade software.
  • 💬 Ask me about: Transformer architectures, attention density profiling, NumPy autograd engines, C++ concurrency, React/Next.js full-stack development.

Pixel Line Divider


🛠️ Tech Stack & Toolkit

Domain Technologies & Frameworks
Languages Python C++ TypeScript JavaScript SQL HTML5 CSS3 Shell
AI / Machine Learning PyTorch Triton CUDA NumPy Pandas Matplotlib Scikit-Learn Jupyter
Web & Backend React Next.js Node.js Express.js Tailwind CSS REST APIs FastAPI
DevOps & Tools Git GitHub Actions Docker Linux VS Code Vite Kaggle GPUs


Pixel Line Divider


🔥 Featured Projects

⚡ RSA-X: Reinforced Sparse Attention

Hardware-Aware Sparse Attention & Benchmarking Framework

  • Microbenchmarks custom sparse PyTorch/Triton attention backends against PyTorch's native SDPA.
  • Computes TFLOP/s efficiency, peak CUDA memory allocation, and token throughput.
  • Features spatial & temporal attention profiling (Shannon entropy, power-law density exponents).

Tech: PyTorch • Triton • CUDA • Python • Jupyter

🧠 Neural Engine from Scratch

Fully Connected Deep Learning Engine & Optimizer Benchmarking

  • Built neural network framework from first principles using pure NumPy with explicit backpropagation.
  • Implemented and benchmarked 4 optimization algorithms (SGD, Momentum, RMSProp, Adam) on MNIST.
  • Includes convergence dynamics visualization & gradient stability comparative analytics.

Tech: Python • NumPy • Matplotlib • Deep Learning

🚀 NebulaFunded Platform

AI-Powered Proprietary Trading Firm Platform

  • Modern full-stack web application designed for prop firm traders with automated evaluation metrics.
  • Responsive, high-performance UI built with TypeScript and modern component architecture.

Tech: TypeScript • React • Next.js • Tailwind CSS

🌿 SereniFi Guide (GSSoC)

Personalized Mental Wellness & Meditation Application

  • Open source contribution developed under GirlScript Summer of Code (GSSoC).
  • Provides custom meditation sessions, interactive breathing routines, and tranquility tracking.

Tech: Python • Open Source • GSSoC • UI/UX

Pixel Line Divider


🐍 GitHub Contribution Grid Pixel Snake Animation

GitHub Contribution Grid Snake

📊 Retro Cyberpunk Stats & Analytics

Sagar's GitHub Stats Top Languages

Streak Stats



GitHub Activity Graph

Pixel Line Divider


📬 Let's Connect!

I am always interested in discussing AI Systems, Machine Learning Infrastructure, Systems Programming, or Full-Stack Opportunities.

Portfolio   Email   GitHub

👾 Pixelated & Retro Styled with ❤️ by Sagar Kumar • Constantly Learning & Building 🎮

Popular repositories Loading

  1. Sagar2006 Sagar2006 Public

  2. my-pdf-app my-pdf-app Public

    TypeScript

  3. credit_score_improvement_tool credit_score_improvement_tool Public

    HTML

  4. AIGEN AIGEN Public

    TypeScript

  5. Dumb-Cogs Dumb-Cogs Public

    Forked from Chovin/Dumb-Cogs

    Cogs for Red-DiscordBot

    Python

  6. Serenity-Guide-GSSoC Serenity-Guide-GSSoC Public

    Forked from Amna-Hassan04/Serenity-Guide

    SereniFi Guide is a personalized relaxation app offering meditations, breathing exercises, and calming music to help users achieve mental tranquility.

    Python