Ken Cheah Email & Phone Number

Singapore

Machine Learning & AI (Cross-Asset Investment Strategy) - Investment Insights Group

Singapore

APAC Innovation Center. Developed several financial news classification NLP models and deployed end-to-end pipelines encompassing web crawling, machine learning model training, and model evaluation components.

Singapore

Developed pricing optimization strategies using market basket analysis, multi-armed bandits & q-learning techniques.

Singapore

Developed a customer tracking & demographics profiling tool using face recognition and built a fully functional dashboard prototype integrating all components.

Kuala Lumpur, Federal Territory Of Kuala Lumpur, Malaysia

Worked on a frontier NLP project within the CX & AI division of Axiata Analytics Center using SOTA technologies including pre-training from scratch, fine-tuning and deploying an end-to-end BERT sentiment analysis deep learning pipeline.

Singapore

Metis is the industry's only accredited, full-time, immersive data science bootcamp in the US.Projects completed:Distance-based Restaurant Recommender System• Built an Alternating Least Squares Matrix Factorization model on Spark in AWS EC2 and a deep learning autoencoder model for collaborative filtering• Deployed the system on FlaskTopic Modelling & Singlish Chatbot on Singapore's Subreddit Comments• Used Natural Language Processing (NLP) techniques such as… Show more Metis is the industry's only accredited, full-time, immersive data science bootcamp in the US.Projects completed:Distance-based Restaurant Recommender System• Built an Alternating Least Squares Matrix Factorization model on Spark in AWS EC2 and a deep learning autoencoder model for collaborative filtering• Deployed the system on FlaskTopic Modelling & Singlish Chatbot on Singapore's Subreddit Comments• Used Natural Language Processing (NLP) techniques such as Latent Dirichlet Allocation, Non-negative Matrix Factorisation & Latent Semantic Analysis for Topic Modelling• Built and trained a Recurrent Neural Network (RNN) seq2seq chatbot with LSTM on Singapore's Subreddit commentsHashtag Generator on Singapore's Hawker Food using Image Classification • Built various models in both domains of traditional machine learning & deep learning, including XGBoost, Support Vector Machines, Random Forest, and Convoluted Neural Network (CNN) from scratch• Built and deployed a Flask WebApp on Heroku• Showcased a dummy Android App Image Classifier as proof-of-conceptWhisky Rating Predictions• Scraped user-submitted tasting notes and bottle descriptions from a whisky website• Built Elastic Net and Lasso regression modelsNYC Subway Traffic Analysis• Derived insights from annual NYC turnstile data to target high volume traffic hotspots for increased event awareness. Show less

Kuala Lumpur, Malaysia

Kuala Lumpur, Malaysia

Handled a commercial litigation and advisory portfolio with a focus on insurance and unit trust matters as part of the corporate and commercial division.

Master Of Science - Ms, Business Analytics & Data Science

Rigorous industry-focused analytics degree in the area of statistical analysis, machine learning, artificial intelligence, operations.

Postgraduate Certificate, Data Science

Graduate-level modules offered by Harvard University's Extension School. Modules: • Big Data, Internet of Things & Cybersecurity •.

Postgraduate Diploma - Bar Professional Training Course (Bptc), Law

Bachelor Of Laws (Ll.B.), Law

Activities and Societies: Warwick Malaysian Students Association | United Kingdom & Eire Malaysian Law Students' Union (KPUM) | Warwick.

A Levels

Activities and Societies: President of the Christian Union | College Prefect

Spm (Gce O-Level Equivalent)

Activities and Societies: Captain of the Table Tennis School Team | Paramount Championships 09': Best Performer Award & Best Vocalist Award