Ibrahim Habib https://ibrahimhabib.me/blogs.html Personal website of Ibrahim Habib, a machine learning engineering student. This site showcases my portfolio and features blog posts that discuss AI and machine learning topics. quarto-1.8.24 Mon, 09 Feb 2026 22:00:00 GMT The Variational Autoencoder Ibrahim Habib https://ibrahimhabib.me/blogs/variational-autoencoder/ Deep Generative Models Variational Autoencoders Latent Variable Models PyTorch https://ibrahimhabib.me/blogs/variational-autoencoder/ Mon, 09 Feb 2026 22:00:00 GMT Organizing Code, Experiments, and Research for Kaggle Competitions Ibrahim Habib https://ibrahimhabib.me/blogs/ariel-lessons-blog/ Kaggle Competitions Code Organization Experimentation Research https://ibrahimhabib.me/blogs/ariel-lessons-blog/ Sat, 13 Dec 2025 22:00:00 GMT Generating Structured Outputs from LLMs Ibrahim Habib https://ibrahimhabib.me/blogs/llms-structured-output-generation/ LLM Structured Output RegEx DFA https://ibrahimhabib.me/blogs/llms-structured-output-generation/ Fri, 25 Jul 2025 21:00:00 GMT What is LoRa and when should it be used? Ibrahim Habib https://ibrahimhabib.me/blogs/lora/ PEFT LoRa Deep Learning https://ibrahimhabib.me/blogs/lora/ Fri, 13 Jun 2025 21:00:00 GMT Implementing the Word2Vec Paper Ibrahim Habib https://ibrahimhabib.me/blogs/word2vec/ Deep Learning NLP Paper Implementation Word2Vec https://ibrahimhabib.me/blogs/word2vec/ Wed, 23 Apr 2025 22:00:00 GMT Origins of The Cross-Entropy Loss Function Ibrahim Habib https://ibrahimhabib.me/blogs/cross-entropy-loss/ Deep Learning Classification Theory Loss Functions https://ibrahimhabib.me/blogs/cross-entropy-loss/ Tue, 15 Apr 2025 22:00:00 GMT Using BERT to predict disaster Tweets Ibrahim Habib https://ibrahimhabib.me/blogs/disaster-prediction/ NLP Deep Learning PyTorch https://ibrahimhabib.me/blogs/disaster-prediction/ Mon, 24 Feb 2025 22:00:00 GMT Building a Receipt Understanding Model Ibrahim Habib https://ibrahimhabib.me/blogs/receipt-understanding/ deep learning document understanding layoutlmv3 image processing https://ibrahimhabib.me/blogs/receipt-understanding/ Wed, 09 Oct 2024 21:00:00 GMT Exploring Egypt’s College Admission Test Ibrahim Habib https://ibrahimhabib.me/blogs/sanawya-amma-analysis/ education analysis data visualization https://ibrahimhabib.me/blogs/sanawya-amma-analysis/ Mon, 02 Sep 2024 21:00:00 GMT 2024 Olympic Medalists Ibrahim Habib https://ibrahimhabib.me/blogs/2024-olympic-medalists/ sports analysis data visualization https://ibrahimhabib.me/blogs/2024-olympic-medalists/ Sat, 10 Aug 2024 21:00:00 GMT