Projects

My portfolio of Data Science projects, ML implementations and Python developments.

Data Science projects

• Hunting Game – A Web-Based Prey-Predator AI Experience powered via Multi-Agent Reinforcement Learning
• Amazon Laptop Market Analysis
• JAXAgents: a package for efficient (Multi-Agent) Reinforcement Learning
• Beating Blackjack with Deep Reinforcement Learning
• Reddit Sentiment Analysis for Stock Price Forecasting

Data Science projects in Civil Engineering

• Optimization of Decision-Making for Port Engineering Assets via RL
• Hierarchical Bayesian Modelling of Soil Strength
• Subsurface Mapping with CPT using Bayesian GPR
• Value of Information Analysis of Flood Protection Asset
• Grain Size Distribution in the River Waal

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