Mathematics Behind NNs
A study of the mathematics behind neural networks
This write up outlines my understanding of how NNs work as well as includes a demonstration of taking the foundtional mathematics and programming a NN from scratch in Python.
20 - 25 January, 2021
I made an A.I. publish a poetry book and a pop song in under 24 hours
I made Sh.a.i.kspear at HTN 2020++, a combination of several programs, algorithms, machine learning models and more that generates poetry, lyrics and prose given a prompt by a user.
15 - 17 January, 2021
Daisy Hacks 2021
Creating an intelligent agent to compete in a simulated site location game
I created an intelligent agent that would win in a site location game that simulated the competitive environment of the retail sector. My team and I were finalists in this hackathon.
9 - 10 January, 2021
Lane Detection Research
Pedestrian detection research at aUToronto
The focus of this research project is to develop the pedestrian detection capabilities of Zeus, the self driving car at aUToronto. Zeus will be competing at the annual SAE Autodrive Challenge.
25 August, 2020 - Present Day
3D Resnets Research
Reproducing and furthering 3D Resnets research.
The focus of this project is to reproduce and further the work of a paper on Learning Spatio-Temporal Feature With 3D Residual Networks For Action Recognition.
25 August, 2020 - Present Day
Gesture Recognition Research
Using deep learning to create a hand gesture recognition system.
I am currently working with a team at UTMIST in order to develop a complex hand gesture recogntiion system that can control web browsers, games and a robot.
16 August, 2020 - Present Day
Using machine learning to detect & diagnose cancer.
I worked on a project that uses machine learning to detect and diagnose a patients risk for skin, breast or colorectal cancer. I received an honourable mention at Hack the Hammer II for this project.
14 - 15 December, 2019
Working on encryption using quantum physics.
These are my experiences and takeaways from my trip to the University of Waterloo's Institute for Quantum Computing. I worked on a quantum encryption problem and met some amazing people.
12 December, 2019
Innovating Patcher: A solution that detects and alerts cities of potholes.
13 - 15 September, 2019
Founding the world's first digital privacy union.
I tackled privacy issues by creating a digital union. I also developed different ML technologies to help meet the ends of the union and presented this solution at a dedicated forum that deals with digital privacy.
6 - 8 September, 2019
Using computer vision technology to optimize energy usage.
I used an arduino, python, and computer vision technology to optimizes energy usage in buildings by automatically regulating temperature and lighting inside rooms.
1 - 2 June, 2019
Interning at a satellite telecommunications company.
I interned at Yahsat in the UAE. I understood the use of an ERP software in the role of Yahsat’s Supply Chain and Logistics Operations in order to develop a solution to help employees transition to this new ERP.
30 July, 2019