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saqibbedar/README.md

Hi, I'm Saqib Bedar

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About Me

Computer science student building toward AI engineering from first principles. Three years of production web engineering gave me real systems instincts, now I'm applying that foundation to deep learning, model internals, and research implementation.

I care about understanding how things actually work, not just using APIs. That means reading source code, tracing gradient flow, understanding CUDA memory, and eventually contributing to the systems that make modern AI run.

Currently:

  • Deep learning fundamentals via PyTorch (training loops, custom modules, optimizers)
  • Reading AI research papers weekly — starting with the classics
  • Working toward a pure NumPy ML library as a foundation capstone

On the horizon:

Transformer implementation from scratch · LoRA fine-tuning · Inference optimization · Agentic AI systems


Currently Learning / Building

  • AI Engineering: PyTorch, deep learning architectures, training pipelines, and research paper implementation. Structured 26-month roadmap toward research-adjacent engineering.
  • Systems depth: Leveraging C++ and Linux internals background to understand low-level ML: memory layout, CUDA execution model, efficient inference.
  • Research literacy: Reading and engaging with AI papers weekly. Building the habit of connecting published ideas to working code.

Tech Stack

Languages

JavaScript TypeScript Python C++ Java HTML5 CSS3

Frontend

React Next.js Tailwind CSS Framer Motion GSAP Redux Styled Components

Backend

Node.js Express.js FastAPI flask REST API GraphQL JWT

Databases

MongoDB MySQL

DevOps & Tools

Docker Linux Git GitHub Actions VS Code


Featured Projects

bxp-code | React Code Blocks

npm Docs Playground Repo

Drop-in React code blocks with Shiki highlighting, Prettier formatting, and zero config. Dark and light themes, copy button, line numbers — all built in.

  • VS Code-accurate syntax highlighting (TextMate grammars via Shiki)
  • Automatic Prettier formatting on render
  • Two components: <BxpCode> and <BxpCodeTabs>
  • Zero-config defaults with full customization via props

Stack: TypeScript, React, Shiki, Prettier, Vite, VitePress


BedarX Pro | VS Code Theme Extension

Marketplace Repo

A premium collection of 4 elegant VS Code themes with unique identity, proper depth hierarchy, and signature accent colors. Includes dark themes (Obsidian, Sapphire, Onyx) and a light theme (Pearl).

  • Optimized syntax highlighting for 15+ languages
  • AMOLED-friendly true blacks option
  • Eye-friendly light theme for daytime coding
  • Distinctive bracket pair colorization

Stack: JavaScript, VS Code Extension API


Online Student Portal System (MERN)

Freelance Project Private Repository

Enterprise-style university portal built for a client, featuring hierarchical role-based access control.

  • Multi-role architecture (Master Admin, Department Admin, Faculty, Student)
  • JWT authentication with HTTP-only cookies + refresh token rotation
  • Server-managed concurrent session limitation
  • OTP-based password recovery with rate limiting
  • Modular backend architecture (controllers + middleware)

Stack: JavaScript, MongoDB, Express, React, Node.js, Tailwind CSS


What I Care About

  • Clean code and maintainable architecture
  • Secure authentication and authorization systems
  • Performance and scalability
  • Developer experience and tooling
  • Understanding systems from first principles

GitHub Stats

GitHub Stats

GitHub Streak

Top Languages

Pinned Loading

  1. date-fruit-classification-resnet50-and-customCNN date-fruit-classification-resnet50-and-customCNN Public

    Jupyter Notebook

  2. bxp-code bxp-code Public

    Drop-in React code blocks with Shiki highlighting, Prettier formatting, and zero config.

    TypeScript

  3. BedarX-Pro BedarX-Pro Public

    A professional vscode theme collection

    JavaScript 2 1

  4. saqibbedar.github.io saqibbedar.github.io Public template

    Open-source, content-driven developer portfolio template built with Vite + React and an Express + Nodemailer contact API. Deploy frontend to GitHub Pages and customize via JSON/Markdown.

    JavaScript

  5. Reactfolio Reactfolio Public template

    Free react portfolio template for developers built with vite and tailwindcss.

    JavaScript 4 13