Tsung-Ting (John) Chen

If we take stock fluctuations as a series of numbers whose relations with each other are only a series of random deltas, is there an algorithm to outperform the buy-and-hold strategy? This is the simulation and evaluation tool created to evaluate such a strategy.

Based on the algorithm created from the findings here, I built a trading algorithm hooked to Questrade API and traded with real money. It ran for one year before Questrade changed its user agreement and shut it down. The algorithm performance gained 13% versus a buy-and-hold strategy of a 15% gain.

A React rendering engine that takes content from Contentful CMS and renders dynamic webpages. Having layout information and web content retrieved from Contentful enables publishing flexible, dynamic web pages without the code deployment.

A React-based Next.js application taking Contentful data organized in rows and dynamically rendering it onto the webpage. The payload is cached per page to improve performance. The ability to publish static content outside of release cycles proved extremely valuable during COVID-19 times, where information needs to be shared quickly. A two-week deployment cycle would hurt business values.