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Bryan Leow's Projects

assets-under-management-investor icon assets-under-management-investor

A web application to manage personal finances as part of the Citi HackOverflow hackathon using Prisma ORM + E.R.N stack (ExpressJS, ReactJS, NodeJS)

covid19-databases-using-sql-and-nosql icon covid19-databases-using-sql-and-nosql

Designing and developing a relational database for COVID-19 vaccination datasets and writing scripts in MySQL and mongoDB to extract relevant insights from them.

cz1115proj-datascience_python icon cz1115proj-datascience_python

An end-to-end data science project predicting geographical regions where bus / MRT stations should be built using scikit-learn ML models on API-extracted population data and dashboarded on Tableau.

financial-transactions-manager icon financial-transactions-manager

Architected a cloud solution to process and store financial transaction and rewards data using a Flask, SQLAlchemy, and MySQL backend (hosted on AWS Lambda, S3, & Aurora) and a Vue frontend.

google-apps-script icon google-apps-script

Scripts to complement Google cloud services, e.g Google Sheets, Google Docs etc. Languages: Javascript || Date created: July 2020

habitarium icon habitarium

highly experimental stuff where I dabble with this old neopets flash game called Habitarium, with the end goal of being able to run and play it without the need to connect to the now-defunct neopets servers it was based on (and required to load)

informing-ecommerce-strategy icon informing-ecommerce-strategy

Empowering eCommerce marketplace platforms to triumph the emerging Direct-to-Consumer model through data ETL in Python Pandas, EDA in Tableau, ML in R, and dashboarding in Power BI.

merch-sales-admin-panel_ntu-cs-club icon merch-sales-admin-panel_ntu-cs-club

A PR I raised (https://github.com/ntuscse/website/pull/103) to develop a merch sales aggregate table, bootstrapped from Payload CMS (React & Typescript). Developed for the NTU Computer Science Club.

njsscan icon njsscan

A PR I raised (https://github.com/ajinabraham/njsscan/pull/115) to fix an issue (https://github.com/ajinabraham/njsscan/issues/114) of false positives being flagged when using Sequelize's .findOne() query. | njsscan is a semantic aware SAST tool that can find insecure code patterns in your Node.js applications.

predicting-a-nations-success icon predicting-a-nations-success

Making data and AI-driven recommendations to the Economist Intelligence Unit on metrics to use in predicting the future performance of a nation using various ML libraries and techniques in R

sgexams icon sgexams

Written for managing the r/SGExams subreddit, using Python Reddit API Wrapper (PRAW). Languages: Python || Date created: Apr 2019

sql_query_annotator icon sql_query_annotator

A GUI desktop application to retrieve and annotate the query execution plan of an SQL statement and its alternatives in Postgresql, wrapped in Python.

witfit_your-workout-companion icon witfit_your-workout-companion

Performing waterfall SDLC methodologies and applying popular design patterns (singleton, factory, strategy) to develop a full-stack mobile application that tracks workouts and finds workout buddies.

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