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Hello!👋

I'm Alfred, a Data Scientist located in Singapore.

  • 🤖 Previously developed multimodal machine learning and recommendation framework for predictive advertising @ SoMin.ai
  • 🌱 Currently developing my Capstone project under WQU MFE690
  • 💻 Currently learning QuantConnect LEAN
  • 🀄 Avid Mahjong player (Riichi, Hong Kong and Singapore variants)

Connect with me:

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Languages and Tools:

linux git python pandas seaborn numpy statsmodel scipy scikit_learn xgboost lightgbm tensorflow pytorch hyperopt mysql mysql mongodb docker

Alfred's Projects

applied-ml icon applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

celebadienception icon celebadienception

Pretrained++ InceptionV3 using Celeb A for Adience Age and Gender Classification

deep-learning-in-production icon deep-learning-in-production

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

finbert icon finbert

A Pretrained BERT Model for Financial Communications. https://arxiv.org/abs/2006.08097

mdp-grp11-360noscope icon mdp-grp11-360noscope

Multi-Disciplinary Project under School of Computer Science and Engineering at NTU, Singapore. A team of 8 members specializing in various functions are required to build a maze-exploring 2-wheeled drive robot with real-time mapping and image recognition. Team comprises of 4 sub-teams: (1) Arduino (2) Algorithm (3) Raspberry Pi (4) Android Dev.

ml-deploy icon ml-deploy

author profiling with containerized RESTful API service

pke icon pke

Python Keyphrase Extraction module

pytorch-widedeep icon pytorch-widedeep

A flexible package for multimodal-deep-learning to combine tabular data with text and images using Wide and Deep models in Pytorch

translate icon translate

A module grouping multiple translation APIs

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