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SaraAbidHussain/README.md

Hi, I'm Sara 👋

CS student at Information Technology University, Lahore. currently in my 4th semester with a focus on computer vision, machine learning, and systems programming.

What I'm working on

PSL Sign Language to Urdu Speech Translator
Real-time Pakistan Sign Language recognition system. Uses Farneback optical flow to encode hand motion between frames, feeding into a CNN classifier that outputs Urdu text and speech. Dataset pipeline is complete (two datasets, ~5.8 GB); model training in progress.

AI Research Paper Writing Assistant
End-to-end NLP pipeline using Hugging Face Transformers and PyTorch to help researchers draft and structure academic papers.

Projects

Project Stack Highlights
IntelliCare-ICU C++17 · REST API · AWS EC2 7 custom data structures, 15+ endpoints, sub-2ms query time
Smart Gym Management System Flutter · Flask · PostgreSQL · Docker 15-table schema, 15× query speedup, live on AWS EC2
PCA Face & Expression Recognition Python · NumPy Eigenface pipeline from scratch, extended to multi-class expressions
ML from Scratch Python · NumPy Linear & logistic regression, gradient descent, 5-fold CV
Chess Engine C++ · Raylib Full legal move enforcement, check/checkmate, interactive GUI
PostgreSQL Extension C · PostgreSQL Internals Custom semver data type at the Datum layer

Stack

AI / ML — PyTorch · TensorFlow/Keras · Hugging Face Transformers · Scikit-learn · NumPy · OpenCV
Languages — Python · C++ · C · SQL · Dart · JavaScript
Cloud / DevOps — AWS EC2 · Docker · PostgreSQL · Linux · Git

Currently Learning

  • Transformer Architecture
  • CNN-based Video Classification
  • x86 Assembly & Computer Architecture
  • Database Internals

Connect

🌐 Portfolio · LinkedIn · saraabidhussain12@gmail.com

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  1. MetalSlug-replica MetalSlug-replica Public

    🎮 A Metal Slug-inspired side-scrolling shooter built in modern C++ using Raylib. Features a modular game engine, custom enemy AI, projectile mechanics, collision detection, and a tailored Makefile.…

    C++

  2. Chess Chess Public

    Chess is a visually interactive, rule-complete, two-player chess game built with C++ using Object-Oriented Programming principles. The GUI is rendered via the Raylib library, providing a smooth and…

    C++

  3. Edge-Detector Edge-Detector Public

    Python

  4. Smart-Gym-Fitness-Center-Management-System Smart-Gym-Fitness-Center-Management-System Public

    A full-stack gym management system with intelligent scheduling, membership management, real-time class bookings, trainer coordination, and equipment tracking - demonstrating ACID transactions, role…

    Python

  5. Intellicare-ICU-System Intellicare-ICU-System Public

    A comprehensive ICU patient monitoring system built with custom data structures and algorithms, deployed on AWS EC2 with real-time analytics capabilities.

    C++