Projects 2020-2023

This folder contains the code and reports of the highlighted projects during my BSc in Physics (2019-2022) and MSc in ML & AI (2023-2024) at Imperial College London, and during my MASt in Applied Maths at the University of Cambridge (2022-2023).

Projects contained:

MSc projects (2023-):

1. Deep Q-Network to solve Cart-pole environment,
2. Decision Tree classifier
3. Model-free RL algorithms (MC, TD, DP)
4. NLP algorithms to detect patronising and condescending language (finetunned RoBERTa, BERT and other simpler classifiers)
5. Software Engineering and ML project (end-to-end development)

• Folder contains: Python code and reports

MASt Thesis (2023):

• Thesis for masters at the University of Cambridge; A review of recent proposals to bootstrap cosmological correlators.
• Folder contains: Report

BSc thesis (2022):

• Data analysis and networks project analysing time series data of sparrows in Lundy island.
• Folder contains: Report and Viva.

Computational Optimisation (2021):

• Computational optimisation taken at Imperial College London. The project involved using different unconstrained minimisation methods to find the optimal parameters describing neutrino oscillations.
• Folder contains: Report and code

Labs Imperial (2020-2022):

• Lab reports during my BSc at Imperial.
• Folder contains: Reports.