2020
Decarbonization and Sustainability Proposal for socialcapital.com An essay that I wrote on strategic land management for sustainability and decarbonization.
Decentralized Banking is Possible - Bloom Living Podcast
Imagining a New Financial Architecture - The Economics of Wellbeing Podcast
2019
Blockgeeks workshop: AI in Cryptocurrency Markets - August 2019
This is a workshop tutorial on how to use machine learning to build profitable AI
trading systems in cryptocurrency markets. Thanks to Bhaneeta for introducing me
to the great team at blockgeeks.com
Crypto Community Supports Paralyzed Entrepreneur - The Trader Cobb Show
The Rise of The New World - The Future is Now - AIBC Summit Malta 2019 (EP 10)
2018
Data Scientist at RBC Amplify
My team won the award for most disruptive internal solution with our product Bundle. Bundle
solves access management in the bank by leveraging machine learning to produce optimal access packages
bases on patterns in existing access data. For this solution we used matrix factorization, clustering,
network modelling, and d3.js for visualizations. The video portrays me as a designer, but I was of course a data scientist.
Temporally Dynamic Visualizations of the Cryptocurrency Market
Market Visualization Demo with Marketflow - Long Tail Financial
Visualizing and Forecasting the Cryptocurrency Ecosystem (Video), Poster, Report
Deep Reinforcement Learning for the Financial Portfolio Management Problem (Slide Deck)
State of the Art Reinforcement Learning and Evolution Strategy: A comparison of Scalability
Distributed Multi Agent Learning For Portfolio Management (Proposal)
Deploying a Distributed Cluster of Virtual Machines with CloudStack, Cloudera, and Hadoop
Image Format Conversion with CUDA and General Purpose GPU Programming
An Analysis of Locking Techniques in Multi-Threaded Programming
2017
Recommendation Systems Applied to the Yelp Database
Evaluating Dense Binary Encoding for Regression
2016
Movement Prediction Based on EEG Signals using Hidden Markov Models
2015
Music Information Retreival in African Music Field Recordings
Paper Summaries
Deep Reinforcement Learning For the Portfolio Management Problem
Xen and the Art of Virtualization
Above the Clouds: A Berkeley View of Cloud Computing
From CUDA to OpenCL: Towards a Performance-portable Solution for Multi-platform GPU Programming
Side Projects and Art
Buy Bitcoin Edmonton - I have since lost the domain for this and lost track of the source code RIP:
I made the following website as an outline for a business idea I had in Fall 2016, something along the lines of Cryptocurrency investment consulting firm. The idea is that if you could have a physical store front where customers can come in and purchase a very simple crypto-investment plan, similar to mutual funds at the bank, then you tap into a large demographic of people which are marginalized from the crypto-investment space due to inadequate internet navigating skills.
Spirit of the Forest Audio Collage:
When I first moved to Vancouver in May 2017, I was continuously bombarded by a stream of art and artists. I became imbued with the mystic energy which resonates here. An energy emerging from the ocean and reverberating about the mountains. An energy felt, and altered by all beings which has inhabited this geolocation, past and present. In this natural enclave, the people are inadvertantly possesed by spirits and demons of both gayan and cosmic nature. In this shamanistic state of traversing the rich ether of Vancouver, I felt a compulsion to join the artists, to manifest my subjective experience into an artifact which can be preserved, shared, and studied by all of posterity. Behold, that artifact which captures my experience of May 2017, My first month of living in Vancouver British Comumbia: