Curriculum Vitae
Top Skills
Python
NumPy
Pandas
PyTorch
Scikit-learn
Matplotlib
Seaborn
SQL
AWS
Git
VS Code
LaTeX
Work Experience & Education
April 2024 - Now
Visual Data Scientist
Advanced Risk and Portfolio Management, Milan, Italy- Contributing to the ARPM e-platform by writing Python code to implement case studies in quantitative finance and advanced data science concepts, such as optimal transport, and creating visualizations to enhance teaching material.
- Completed the mathematically rigorous ARPM Quant Bootcamp and Data Science Foundations course as part of professional training.
March 2023 - January 2024
AI Scientist
Ipazia, Milan, Italy | Reference Letter- Analysed large-scale time-series datasets and implemented LSTM and Transformer models for optimizing portfolios, using PyTorch Lightning and AWS SageMaker.
- Worked on a scikit library for portfolio optimisation skportfolio.
- Engaged in pioneering research to develop a novel architecture, incorporating Hopfield layers for portfolio optimisation, contributing to a peer-reviewed publication - ICAIF'24: Hopfield Networks for Asset Allocation
- Explored emerging areas like extreme multilabel classification and conformal prediction for uncertainty quantification.
2019 - 2023
Master's in Physics
University of Padova, Italy
November 2022 - March 2023
Master's Thesis Student
University of Padova, Italy | Reference Letter from Thesis Advisor- Explored Real Space Renormalization Group Techniques for lattice systems.
- Implemented Monte Carlo methods for renormalization group studies.
2018 - 2019
Master of Science in Materials Science
Indian Institute of Science, Bengaluru
November 2018 - July 2019
Master's Thesis Student
Indian Institute of Science, Bengaluru- Modelled Phase-Field for Eutectoid Transformation in Ternary systems.
- Developed a C program for numerical analysis and growth constant variation.
2014 - 2018