Ali Haider Ahmad

BERT-from-Scratch-with-PyTorch. Implementation of BERT-based Language Models

GPT-from-Scratch-with-Tensorflow. Implementation for "Improving Language Understanding by Generative Pre-Training" paper

Self-Attention-with-Relative-Position-Representations. Implementation for the Paper 'Self-Attention with Relative Position Representations' Alongside a Comprehensive Demonstration.

Transformer-from-Scratch-with-Tensorflow. Neural Machine Translator with Transformers. Implementation for "Attention Is All You Need" paper

T5-PyTorch-DeepDive-Building-and-Exploring-Text-to-Text-Transfer-Transformer-from-Scratch. Implementation for the Paper 'Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer' Alongside a Comprehensive Demonstration.

Stacked-Embeddings-and-Ensemble-Model-based-Sequence-Labeling-for-Aspect-Extraction. Graduation project for a bachelor's degree in informatics engineering (Artificial Intelligence specialization).

T5-Relative-Position. Implementation for the Relative Position model introduced by T5 (Raffel et al. 2020) Alongside a Comprehensive Demonstration.

BERT-Text-Classification-using-Keras. Jupyter Notebook

car_Insurance_predictions. A complete practical example, including the most important stages of data mining.

SE-CNN. Code for "Back To Simplicity Again"

research-query-assistant. An AI-powered research assistant that leverages semantic search and LLm-based chat to help researchers find relevant papers, summarize findings, and answer research queries.

Vehicle_Multi_Class_Classification. Jupyter Notebook

AliHaiderAhmad001. Config files for my GitHub profile.

Naive-NMT. Neural Machine Translation

Lemmatization-with-NLTK. Jupyter Notebook

KOI-Kaggle-Insight-Orchestrator. KOI-Kaggle Insight Orchestrator