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Hi there, I'm Justin 👋

From: 17 February 2024 - To: 24 February 2024

TypeScript   5 mins          ████████████▒░░░░░░░░░░░░   49.82 %
JSON         4 mins          █████████▒░░░░░░░░░░░░░░░   37.29 %
HTML         0 secs          █▓░░░░░░░░░░░░░░░░░░░░░░░   07.32 %
Jupyter      0 secs          █▒░░░░░░░░░░░░░░░░░░░░░░░   05.53 %
textmate     0 secs          ░░░░░░░░░░░░░░░░░░░░░░░░░   00.05 %

Here are some projects that I've worked on!

Deep Learning Trading Model

CIFAR-100 GAN

CIFAR-100 Classifier

Fashion MNIST Classifier

Machine Failure Prediction Model

PC Price Prediction Model

Air Pollution Prediction Model

Employee Profiling Model

Commercial OLTP & OLAP Database Systems

Data Analysis on Purchase Viability of Cars in SG

Data Visualisation on Purchase Viability of Cars in SG

E-Commerce Website for Tech Products

Food Ordering System w/ JavaScript

Languages I've Learnt!

  1. Python
  2. JavaScript
  3. HTML
  4. CSS
  5. MySQL
  6. Transact SQL (T-SQL)
  7. MongoDB Query Language (MQL)

Frameworks & Software I've Worked With!

  1. Express
  2. ReactJS
  3. FlaskJinja2
  4. SQAlchemy
  5. MongoDB
  6. MySQL
  7. TensorFlow
  8. PyTorch
  9. Bootstrap
  10. Matplotlib & Seaborn
  11. Plotly
  12. Numpy & Pandas
  13. sklearn
  14. Google Cloud SQL
  15. StatsModels

Areas of Coding I'm Qualified In!

  1. Front-End Web Development
  2. Back-End Web Development
  3. Data Analysis
  4. Data Visualisation
  5. Data Engineering
  6. Machine Learning & Deep Learning

How To Reach Me!

  1. Email
  2. Instagram

Justin Wong JH's Projects

cifar100-classifier icon cifar100-classifier

Deep learning model using TensorFlow to classify and predict categories from the CIFAR-100 dataset.

cifar100-gan icon cifar100-gan

A Generative Adversarial Network (GAN) using TensorFlow to generate images mirroring the CIFAR-100 dataset. Dive into advanced image synthesis and deep learning experimentation!

daaa-sem-2 icon daaa-sem-2

Projects and files required and created for use in DAAA Semester 2

deep-learning-trading-model icon deep-learning-trading-model

A deep learning model combining CNN-based time-series forecasting with mean reversion strategy for stock trading insights.

employee-profiling-model icon employee-profiling-model

A machine learning solution utilising `scikit-learn` for clustering and profiling employees, helping organisations gain insights into workforce trends and performance.

fashion-mnist-classifier icon fashion-mnist-classifier

Deep learning model using TensorFlow to classify and predict fashion categories from the Fashion MNIST dataset.Deep learning model using TensorFlow to classify and predict fashion categories from the Fashion MNIST dataset.

html-css-ca2 icon html-css-ca2

HTML and CSS Codes for CA1 Website inclusive of Bootstrap

machine-failure-prediction-model icon machine-failure-prediction-model

A machine learning-driven solution, developed with scikit-learn, to predict machinery failures. Dive into the IPython notebook to explore the model's intricacies and witness the fusion of data analytics with predictive modelling. Open source for educational purposes, but please respect the non-commercial usage clause.

mern-stack icon mern-stack

MERN Stack Project using MongoDB, Express, React and NodeJS

pc-price-prediction-model icon pc-price-prediction-model

A machine learning model leveraging scikit-learn to predict PC prices based on historical data and market trends.

vall-e-x icon vall-e-x

An open source implementation of Microsoft's VALL-E X zero-shot TTS model. Demo is available in https://plachtaa.github.io

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