Abdulrahman Tabaza's Projects
Basic NLP tasks performed on Arabic Tweets in addition to some data vizualizations
htmx frontend and python backend, my feable attempt at full stack web (abandoned for now)
Audio Embeddings using VGGish
Modular, scalable and extendible RAG
Attempt at creating a good arabic-english sentence pair dataset (abandoned for now)
Buisness Intelligence Data
Code and Models for Binding Text, Images, Graphs, and Audio for Music Representation Learning
Color palette generator from images using clustering
Movie Frame Embeddings and Clustering with DINOv2
Resources and slides related to the lecture series I'm working on with the Data Science Club at Princess Sumayya University of Technology
Face morphing in Python using OpenCV and dlib
Demo for Binding Text, Images, Graphs, and Audio for Music Representation Learning
Possibly futile attempt at grounding hype with theory and fundamentals
Topics Covered: Data Science, Deep Learning, Generative AI, Computer Vision, NLP, IR, ML, RL, Optimization, Statistics, Mathematics, Software Engineering, Systems, Security, and Startups.
Learning to Rank experiments
My Humble Foray into ML Systems Architecture
A python library allowing you to use multiple models using the weight of each model based on their performance
Generates Similar Tracks by Top-k Retrieval on Indexed VGGish Embeddings
Paper recommender system with text embeddings
Sentiment analysis and summarization of film reviews with Transformers
Explainable AI End to End Platform