Ali Mostafa Radwan

Innovative software engineer specializing in machine learning and computer vision. Demonstrated ability to quickly master new technologies and apply them to complex projects. Seeking opportunities to develop cutting-edge AI solutions and contribute to advancing the field of artificial intelligence.

Ismailila, Egypt

LinkedIn
BJ

About

With a passion for machine learning and computer vision, I am a highly motivated programmer with a track record of mastering new software packages and hardware technologies quickly. My exceptional background in these fields has equipped me with the skills and knowledge to excel in challenging projects.

Work Experience

Upwork
Remote

2021 Jan - current

Machine Learning and Software Engineer

Implemented machine learning models across various industries, increasing client efficiency by an average of 25%. Enhanced image recognition capabilities, achieving 95% accuracy in facial recognition projects. Developed natural language processing solutions and applied predictive analytics to optimize business processes.

SMSM AI
Remote

2024 Feb - 2024 Jun

R&D Intern

Created a centralized repository for high-quality Arabic language datasets, improving speech recognition model accuracy by 20%. Contributed to speech processing technologies for Arabic, improving dialectal variation handling by 15%.

Education

Egyptian Academy for Engineering and Advanced Technology

2022 Oct - Expected Graduation: May 2027
Bachelor's Degree in Electrical Engineering

Udacity Data Analysis (online course)

2022 - 2022 Mar
Data Analysis Nanodegree

Udacity Machine Learning (online course)

2022 Jul - 2022 Sep
Machine Learning Nanodegree

Udacity (online course)

2023 - present
Edge AI Fundamentals with OpenVINO™

Coursera (online course)

2023 - present
Neural Networks and Deep Learning (DeepLearning.AI)

Udemy (online course)

2022 Nov - 2022 Dec
Convolutional Neural Networks for Image Classification

Udemy (online course)

2021 Nov - 2021 Dec
Game Hacking With Artificial Intelligence - FPS Aimbot

Kaggle (online course)

2022 Jan - 2022 Jan
Kaggle Intro to Deep Learning

My Great Learning (online course)

2021 Apr - 2021 Apr
Computer Vision Essentials

Skills

Python
SQL
TensorFlow
PyTorch
Seaborn
Pandas
Streamlit
Keras
scikit-learn
OpenCV
Transformers
PyQt5
Redis
Docker
Kubernetes
HTML/CSS
Tableau
Machine Learning
Computer Vision
NLP
Data Analysis

Projects

GradeVision

An application designed to mark duplicated bubble sheets using machine learning and computer vision. The project involves a Python script designed to facilitate bubble sheet grading through the utilization of computer vision and machine learning techniques. Using Pyqt5 as a modern Interface with custom qss.

Python
Machine Learning
Computer Vision
OpenCV
PyTorch
PyQt5

VisualVoyger

Enhanced Visual Search API with Multi-Model Architecture: Developed a production-grade FastAPI service implementing dual search pipelines: (1) A two-stage approach combining CLIP embeddings with ORB/RANSAC reranking, and (2) Meta’s Perception Encoder for high-precision similarity search. Features include sophisticated caching mechanisms, API key authentication, dynamic dataset loading, and extensive logging. The system achieves fast retrieval times through FAISS indexing and optimized model loading, with built-in error handling and resource management for production reliability.

FastAPI
CLIP
ORB
Perception Encoder
FAISS

Abstractive Arabic Summarizer

NLP project for Arabic summarization using transformer-based architectures.

NLP
Python
BERT
Machine Learning
Transformers

V2V Communication System

Implemented a traffic management system to improve traffic flow efficiency by 30% through vehicle-to-vehicle communication.

CARLA Simulator
Machine Learning
Python

SLAM, Simultaneous Localization and Mapping

Work in progress playing around with SLAM.

Computer Vision
Python
OpenCV
Machine Learning

NFT Decentralized Exchange (DEX) development

Developed an NFT DEX platform with smart contracts.

Blockchain
Solidity

Real-time Visual Question Answering System

Created a real-time system that answers questions based on visual inputs.

NLP
Computer Vision
Python

Check More

Check my GitHub for more projects.