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AlanoudSultan/README.md

Hi, I'm Alanoud Sultan Abaalkhail πŸ‘‹

AI-focused Full-Stack Developer with a strong background in Computer Vision, Large Language Models (LLMs), AI evaluation, and intelligent mobile applications.

Experienced in developing and deploying AI-powered systems, optimizing model performance, building scalable applications, and integrating machine learning into real-world products.


πŸ‘©πŸ»β€πŸ’» About Me

  • πŸŽ“ Bachelor of Computer Science β€” Imam Mohammad Ibn Saud Islamic University (IMAMU)
  • 🍎 Apple Developer Academy Graduate
  • πŸ’Ό COOP at STC AI CoE Saudi Arabia
  • πŸ“ Riyadh, Saudi Arabia
  • 🌐 Portfolio: https://alanoudportfolio.framer.website
  • LinkedIn

🌟 Areas of Interest

  • Computer Vision
  • Large Language Models (LLMs)
  • AI Evaluation & QA
  • Natural Language Processing (NLP)
  • Deep Learning
  • iOS Development
  • AI-Powered Applications
  • Full-Stack Development

πŸ›  Technical Skills

Programming Languages

Python
Python
Swift
Swift
JavaScript
JavaScript
C++
C++
MATLAB
MATLAB

AI & Machine Learning

TensorFlow
TensorFlow
PyTorch
PyTorch
Keras
Keras
Hugging Face
Hugging Face
LangChain
LangChain
Core ML
Core ML
YOLO
YOLO
OpenCV
OpenCV
NLTK
NLTK

Data & Scientific Computing

NumPy
NumPy
Pandas
Pandas
Jupyter
Jupyter
Weights & Biases
W&B

Frameworks & Development

React
React
Node.js
Node.js
Express
Express
Flutter
Flutter
Firebase
Firebase

Databases

MySQL
MySQL
MongoDB
MongoDB

Tools & Platforms

Git
Git
Docker
Docker
Xcode
Xcode
VS Code
VS Code
NetBeans
NetBeans
Postman
Postman
Figma
Figma
Sketch
Sketch

πŸ•΅πŸ»β€β™€οΈ Always exploring new tools and frameworks


πŸ”¬ AI Research

SPAF: Enhanced YOLOv26 for Multi-scale UAV Object Detection

Computer Vision Research

  • Designed and developed a YOLOv26-based object detection model (SPAF) for small-object UAV detection
  • Proposed and integrated:
    • Sparse Vision Attention (SVA)
    • Progressive Bidirectional Auxiliary Pyramid Network (PBAP-Net)
    • Adaptive Channel Multi-scale Fusion Head (ACMF)
  • Achieved:
    • +7.5% improvement in mAP@0.5 (46.8%)
    • Improved small-object detection on VisDrone2019
  • Built and trained the model using:
    • PyTorch
    • Ultralytics Framework
  • Conducted:
    • Full pipeline design
    • Ablation studies
    • Performance evaluation

πŸ“Œ Projects

Saudi Dialect NLP Optimization

Natural Language Processing Project

  • Developed and optimized Large Language Models (LLMs) for Saudi dialect NLP tasks
  • Worked on:
    • Text classification
    • Text generation
  • Applied:
    • LoRA
    • QLoRA
    • Quantization
  • Evaluated models using:
    • Accuracy
    • BLEU score
    • Inference time
  • Analyzed trade-offs between efficiency and accuracy

KidCode Compiler β€” Front-End Implementation

Compilers Project

  • Designed and implemented a compiler front-end for a custom programming language
  • Built:
    • Lexical analyzer using DFA
    • Syntax analysis
    • Semantic analysis
  • Implemented:
    • Symbol table management
    • Type checking
    • Error detection and recovery

Budgeter

AI-Powered Finance App

  • Developed a Core ML-powered budgeting system
  • Generated personalized budgeting strategies based on user financial data

SignSync

Interactive Learning App

  • Designed a gamified sign language learning platform
  • Used animations and quizzes for accessibility-focused learning

Garrib

Marketplace App

  • Built a location-based marketplace application
  • Connected users with local businesses and deals

ClarifyIt

Assistive Learning App

  • Developed an accessibility-focused learning platform
  • Designed for individuals with cognitive disabilities
  • Used adaptive learning techniques

And more...


πŸ“œ Certifications

  • Apple Developer Academy Program β€” Apple Developer Academy β€” Tuwaiq (2025)
  • STEP β€” Standardized Test of English Proficiency β€” Score: 97
  • Web Development Certifications:
    • HTML5
    • CSS
    • JavaScript
    • DOM
    • Bootstrap
  • Backend Development Certifications:
    • Node.js
    • Express.js
    • MongoDB
    • MVC Architecture

πŸ“« Contact

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