a-tabaza
Passionate about information retrieval, representation learning and models that are way too big with too many modalities.
Princess Sumaya University for TechnologyAmman, Jordan
Pinned Repositories
audio_embeddings
Audio Embeddings using VGGish
avertra_rag
Modular, scalable and extendible RAG
binding_music
Code and Models for Binding Text, Images, Graphs, and Audio for Music Representation Learning
color-palette-generator
Color palette generator from images using clustering
dinov2_embeddings
Movie Frame Embeddings and Clustering with DINOv2
e2e_retrieval_eval
A sanity check for any RAG system.
face-morphing
Face morphing in Python using OpenCV and dlib
fairouz_demo
Demo for Binding Text, Images, Graphs, and Audio for Music Representation Learning
genai_interview_questions
Possibly futile attempt at grounding hype with theory and fundamentals
music_exploration_tool
Generates Similar Tracks by Top-k Retrieval on Indexed VGGish Embeddings
a-tabaza's Repositories
a-tabaza/genai_interview_questions
Possibly futile attempt at grounding hype with theory and fundamentals
a-tabaza/face-morphing
Face morphing in Python using OpenCV and dlib
a-tabaza/audio_embeddings
Audio Embeddings using VGGish
a-tabaza/avertra_rag
Modular, scalable and extendible RAG
a-tabaza/dinov2_embeddings
Movie Frame Embeddings and Clustering with DINOv2
a-tabaza/fairouz_demo
Demo for Binding Text, Images, Graphs, and Audio for Music Representation Learning
a-tabaza/lectures_books_references
Topics Covered: Data Science, Deep Learning, Generative AI, Computer Vision, NLP, IR, ML, RL, Optimization, Statistics, Mathematics, Software Engineering, Systems, Security, and Startups.
a-tabaza/ltr
Learning to Rank experiments
a-tabaza/a-tabaza
a-tabaza/arabic-tweet-processing-and-vizualization
Basic NLP tasks performed on Arabic Tweets in addition to some data vizualizations
a-tabaza/arxiv_embedding_search
htmx frontend and python backend, my feable attempt at full stack web (abandoned for now)
a-tabaza/bge_ft_arabic
Attempt at creating a good arabic-english sentence pair dataset (abandoned for now)
a-tabaza/binding_music
Code and Models for Binding Text, Images, Graphs, and Audio for Music Representation Learning
a-tabaza/color-palette-generator
Color palette generator from images using clustering
a-tabaza/dsc-lectures
Resources and slides related to the lecture series I'm working on with the Data Science Club at Princess Sumayya University of Technology
a-tabaza/e2e_retrieval_eval
A sanity check for any RAG system.
a-tabaza/moremodels
A python library allowing you to use multiple models using the weight of each model based on their performance
a-tabaza/music_exploration_tool
Generates Similar Tracks by Top-k Retrieval on Indexed VGGish Embeddings
a-tabaza/paper-recommender
Paper recommender system with text embeddings
a-tabaza/sentiment-analysis-and-summarization-of-film-reviews-with-transformers
Sentiment analysis and summarization of film reviews with Transformers
a-tabaza/BI
Buisness Intelligence Data
a-tabaza/deepul
a-tabaza/emails_playground
a-tabaza/ml_systems
My Humble Foray into ML Systems Architecture
a-tabaza/xai
Explainable AI End to End Platform