Mostafa Eldahshory Machine Learning Engineer Address: Egypt, Cairo Military status: Complete Phone: +20 10 1741 9800 E-mail: [email protected] GitHub | LinkedIn | Upwork About After 4 years of success as a self-employed video editor, and a top-rated freelancer on Upwork with a 100% client satisfaction, the decision is to chase my ultimate goal. Becoming what I've always wanted, a neural network surgeon! Education German University in Cairo 2018 Bachelor's degree in civil engineering, structural design Skills Python SQL TensorFlow Docker Scikit-Learn PyTorch Pandas Data Visualization Deployment w/ Azure / AWS / GCP Data Cleaning FastAPI Flask ETL/ELT Bash EDA Git Streamlit Projects Gym Machine Detecto Gym Machine Detector• Vehicle Price Predicto End-to-end Back machines image detection with dockerization and deployment on Amazon AWS using ECR and EC2 instance End-to-end kidney disease image classifier using TensorFlow. Deployed on Microsoft Azure web app for containers End-to-end Australian car price prediction with deployment on Google Cloud Platform (GCP) App Engine Yolo v8 Python AWS (ECR, EC2) Computer Vision Docker Flask Github Actions Streamlit TensorFlow FastAPI Docker Docker Computer Vision DVC MLFLOW Data Visualization Streamlit Scikit-Learn WinSTT Predicting if a given customer will subscribe to a term deposit based on various features A speech-to-text Python GUI utilizing OpenAI's Whisper and Voice Activity Detection for accurate voice dictation Pandas Scikit-Learn Matplotlib Side Project Classification PyInstaller Pandas Azure Bank Deposit Predictio Python Regression Python PyQt GCP EDA Streamlit Courses Deep Learning Specialization Machine Learning Specialization Introduction to Statistics in Python A series of 5 courses, with various An introduction to supervised, graded practical projects through unsupervised, and reinforcement various deep learning applications by learning by Stanford University. A course about statistical skills and how to calculate averages, use scatterplots to show the relationship between numeric values, and calculate correlation University of Stanford. Convolutional Neural Networks (CNN) Recurrent Neural Networks (RNN) Linear Regression LSTMs Neural Networks Transformers NLP HuggingFace OCR Python for Everybody Python programming language fundamentals course Variables Functions Data Visualization Data Structures OOP Summary statistics Decision Trees Anomaly Detection XGBoost Probability Distributions Probability theory Python
