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1. Portfolio-optimization-using-deep-learning Portfolio-optimization-using-deep-learning Public

   Thesis of my masters in Data Science. This project implements a deep learning framework applied to stock portfolio management. Using the top 20 stocks of FTSE (Financial Times Stock Exchange) top 1…

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2. Hospital-Chatbot Hospital-Chatbot Public

   Designed and developed a chatbot for hospital management systems using LangChain. The chatbot incorporated RAG with Neo4j graph database for knowledge retrieval, memory chains for context retention…

   Python 3

3. PII-data-detection PII-data-detection Public

   This project was developed for a Kaggle competition focused on detecting Personally Identifiable Information (PII) in student writing. The primary objective was to build a robust model capable of i…

   Jupyter Notebook 1 1

4. Bird-sound-classification Bird-sound-classification Public

   This repository contains the code and methodology used for the BirdCLEF 2024 Kaggle competition, where I achieved a rank of 55th out of 974 participants, earning a bronze medal. The goal of this co…

   Jupyter Notebook 1

5. Credit-risk-model Credit-risk-model Public

   Discover a comprehensive approach to constructing credit risk models. We employ various machine learning algorithms like LightGBM and CatBoost, alongside ensemble techniques for robust predictions.…

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6. Automated-essay-scoring Automated-essay-scoring Public

   This repository contains my solution for the Kaggle competition Automated Essay Scoring 2.0. The goal of this project is to develop an automated system capable of scoring essays based on their cont…

   Jupyter Notebook 1