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1. spring-projects-2024/wiki-savvy-rag spring-projects-2024/wiki-savvy-rag Public

   Finetuned an LLM to build a Wikipedia-backed RAG system expert about STEM subjects. Features a streamlit demo.

   Jupyter Notebook 8

2. OrchestraChess OrchestraChess Public

   UCI-compliant chess engine written in Rust. Reached 2300+ Elo rating on Lichess. Features a Pygame GUI.

   Rust 1

3. Single-Cell-Sequencing-Analysis Single-Cell-Sequencing-Analysis Public

   Analyze single-cell sequencing data and predict hypoxia/normoxia condition of cancerous cells. Presented at the Department of Oncology of Oxford University in July 2022.

   Jupyter Notebook

4. Entropic-Optimization-Algorithms Entropic-Optimization-Algorithms Public

   Studied a class of entropic optimization algorithms for deep learning, in the unsupervised learning setting. Found evidence that they improve generalization and denoising capabilities of autoencoders.

   Jupyter Notebook 1

5. Robustness-of-Minima-and-Transfer-Learning Robustness-of-Minima-and-Transfer-Learning Public

   In transfer learning, investigate the impact on finetuning performance of the robustness of a pretrained checkpoint to random and adversarial perturbations of inputs and weight.

   Python

6. Potts-model-and-phase-transitions Potts-model-and-phase-transitions Public

   Numerical study of the Potts model using Monte Carlo methods. Found evidence of a phase transition whose nature depends on the number of states, confirming analytical results.

   Jupyter Notebook