Muhammad Arbaz Email & Phone Number

Erlangen, Bavaria, Germany

Working Student Computer Vision.

Erlangen, Bavaria, Germany

Developing a unified multitask model for low-computing security systems, capable of performing both face anti-spoofing and face recognition tasks concurrently without compromising security.

Erlangen, Bavaria, Germany

• Developed an annotation tool using python streamlit, for old historical documents.

• Managed and led resources for creating and training models using deep learning and ML frameworks.
• Created a custom face spoofing dataset, fine-tuned a Siamese Network with Inception ResNet V1 using transfer learning and data augmentation, and integrated it with a Flask API for real-time spoofed attack detection.
• Worked on feature engineering with PCA on NFT visual data (images), trained an ensemble model for price prediction, created a recommendation engine, and integrated it with a… Show more
• Worked on feature engineering with PCA on NFT visual data (images), trained an ensemble model for price prediction, created a recommendation engine, and integrated it with a customized OpenSea extension using Flask.
• Trained a classifier to categorize paintings by style and recommended them to users based on their interests.Tech Stack: Python, Keras, Tensorflow, Scikit-learn, Django, Github Show less

• Worked on various ML ensemble models, including random forests and XGBoost, from scratch using Python and ML frameworks.
• Developed and deployed models for financial forecasting, FAQ chatbot systems, and auto claim resolution of hospitals, utilizing technologies such as Python, SQL, Numpy, Pandas, Scikit-Learn, Flask, and RASA.

Masters Degree, Data Science

Bachelor'S Degree, Computer Science

Intermediate And Secondary Education, Pre-Engineering