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self employed
- London
- https://www.kaggle.com/mihanperera
- in/mihan-perera
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Portfolio-optimization-using-deep-learning
Portfolio-optimization-using-deep-learning PublicThesis 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…
Jupyter Notebook 1
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PII-data-detection
PII-data-detection PublicThis 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
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Bird-sound-classification
Bird-sound-classification PublicThis 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…
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Credit-risk-model
Credit-risk-model PublicDiscover a comprehensive approach to constructing credit risk models. We employ various machine learning algorithms like LightGBM and CatBoost, alongside ensemble techniques for robust predictions.…
Jupyter Notebook 1
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Automated-essay-scoring
Automated-essay-scoring PublicThis 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…
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Chess-Game
Chess-Game PublicDeveloped a chess game for a specific set of requirements. Implemented functions for checkmate, stalemate, check and different classes for different pieces using Object Oriented Programming. Used t…
Python
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