Ashwin Bose | Portfolio

Education

Imperial College London - BEng Computing (1st Class)
Sept. 2023 - Jun. 2026

Experience

Software Engineering Intern

TopScore Technologies
Developed optimized web app features in Agile teams.

Applied best practices in Git and Trello for code management.

Projects

Cricket Match Modeling

Built a simulator for cricket matches using Python, TensorFlow, and Scikit-Learn with neural network-based predictions within 7.5% accuracy of real scores.

Autograd Framework with JIT Compilation

Developed an autograd framework that leverages JIT compilation to transform computational graphs into optimized x86-64 assembly code, with no third-party dependencies.

Focus Monitoring Device

Created a brain-wearable device to track user focus, recognized with a £2000 Finalist prize in the Imperial Advanced Hackspace competition.

Deep Learning Library

Created a deep learning library from scratch, achieving 96% accuracy in handwritten digit recognition tasks.

Achievements & Awards

🏆 Gold Medals in all UKMT Challenges and qualified for the BMO

💷 £2000 Prize in the Imperial Advanced Hackspace competition for being a finalist

🌟 Founder & Head of the Machine Learning Society at school, leading initiatives to bring machine learning insights to students.

Technical Skills

Python
C/C++
Kotlin
SQL
JavaScript
HTML/CSS
React
Node.js
Vue.js
Flask
TensorFlow
Scikit-Learn
Pandas
Numpy