Deeplearning Engineer | Computer Vision

I am a self-taught deep learning Engineer and love to work on computer vision projects. I also share what I have learned by teaching Python and deep learning on YouTube & on a platform called Preply. I have taught for more than 190 hours and maintained a rating of 4.8. Here is the link for that.

My Skills

Python
Deep Learning
Machine Learning
Computer Vision
OpenCV
Data Analysis
NumPy, Pandas, Matplotlib
TensorFlow, PyTorch
Git, GitHub

Certification

Education

Master’s Degree in Materials Science and Engineering, Sungkyunkwan University South Korea
Bachelor’s Degree in Electronics, Comsats University Pakistan

Projects

Neural Network from scratch Using Numpy and Pandas with MNIST Dataset (Kaggle Project Link)

Summary: This project involves constructing a neural network from scratch using Python libraries like NumPy and Pandas. The neural network is trained on the MNIST dataset, focusing on handwritten digits. It features an architecture with a single hidden layer and output layer, along with key components such as data preprocessing, neural network architecture, forward propagation, backward propagation, and loss function.

Technologies: Python, NumPy, Pandas, Matplotlib

Vehicle Tires Health Condition Detector

Summary: To Enhance vehicle safety with our deep learning-based Vehicle Tires Health Condition Detector. This project classifies tire images as “perfect” or “defective” using transfer learning with MobileNet_v2, providing real-time detection through a Gradio web interface. The dataset, sourced from Roboflow, is split into training, validation, and test sets. Experiments are tracked using Weights and Biases.

Key Features

Binary Classification: Classifies tire images as “perfect” or “defective.”
Transfer Learning: Utilizes MobileNet_v2 for accurate predictions.
Real-Time Detection: Provides quick, reliable results.
Web Interface: Easy image upload and prediction via Gradio.

Technologies: Keras ,Tensorflow, Python, NumPy, wandb, CNN, Transferlearning, Mobilenet_V2, Matplotlib

Experience

Python and Deep Learning Instructor at Preply

Arsalan Zabeeb