My Portfolio

A selection of completed and ongoing projects.

Completed Projects

Pac-Man Reinforcement Learning Agent

Designed an AI agent that learns to play Pac-Man by maximizing long-term rewards through exploration and exploitation.

Python

Reinforcement Learning

Climate Data Compression (PCA)

Utilized Principal Component Analysis (PCA) to reduce the dimensionality of large-scale climate datasets while preserving key patterns.

Python

PCA

Data Science

Age Prediction Model

Built and trained a machine learning model to predict the approximate age of a person from facial images.

Machine Learning

Computer Vision

CV–Job Matching (BERT)

Developed a sophisticated NLP model using BERT to match candidate CVs with relevant job offers based on semantic understanding.

NLP

BERT

Python

Epidemic Simulation Project (COVID-19)

Modeled the spread of a pandemic and analyzed the potential impacts of various public health policies using Python simulations.

Python

Simulation

Data Analysis

7 Wonders Resource Management Game

Developed a turn-based simulation of the 7 Wonders board game, focusing on resource management and strategic decision-making.

Java

Game Development

Simulation

Metro Traffic Prediction Model

Predicting hourly passenger flow in a metro system using temporal data, weather patterns, and special events.

Time Series

Predictive Modeling

Data Visualization Agent

An AI-powered tool that automatically generates dynamic and insightful charts from raw data in Excel files.

Data Visualization

Automation