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1. reuters-search-engine reuters-search-engine Public

   Information retrieval system spanning data extraction, analysis, transformation, and Elasticsearch indexing. integrating large-scale AI operations to deliver robust, accurate search with text, imag…

   Jupyter Notebook

2. automatic-essay-grading automatic-essay-grading Public

   Systematically train and benchmark Mistral, Qwen2.5, and SmolLM2 on essay grading across 39 experiments through data analysis and engineering, structured preprocessing, instruction tuning, postproc…

   Jupyter Notebook 2

3. transformer-pytorch-scratch transformer-pytorch-scratch Public

   Implement the "Attention Is All You Need" paper from scratch using PyTorch, focusing on building a sequence-to-sequence transformer architecture for translating text from English to Italian

   Jupyter Notebook 3 1

4. classical-sentiment-analysis classical-sentiment-analysis Public

   Comprehensive evaluation and optimization of classical machine learning models for sentiment analysis of movie reviews, leveraging optimized data analysis, preprocessing, and feature engineering

   Jupyter Notebook

5. khamsat-predictor khamsat-predictor Public

   Data-driven optimization of pricing strategies on microservice platforms using web scraping and classical machine learning to predict service prices on khamsat.com

   Jupyter Notebook

6. TTL TTL Public

   Full-stack simulator for a todo task list application using FastAPI, I built it for covering all practical QA concepts

   Python 14 1