プロフィール詳細

プロジェクトを作成

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Yen L.に依頼

Malaysia

PhD, Machine Learning | Artificial Intelligence

プロフィール概要

Hi there! I am a data scientist with over 3 years of working experience and a PhD in Actuarial Mathematics, and have completed a postdoctoral on time series forecasting for asset prices. I have built customer propensity, customer segmentation, fraud detection and credit scoring models, amongst many other models in my past and current data scientist roles. I am very proficient in python programming and SQL, and am familiar with deploying models using GCP Dataflow or AWS Sagemaker.

専門分野

• ☆ Data Analysis
• ☆ Predictive Modeling & Analytics
• ☆ Cluster Analysis
• ☆ Big Data Analytics
• ☆ Data Manipulation
• ☆ Machine Learning
• ☆ Text Mining & Analytics
• ☆ Data Cleaning
• ☆ Natural Language Processing
• ☆ Neural Networks
• ☆ Pattern Recognition
• ☆ Business Analytics
• ☆ Financial Modeling
• ☆ Regression Analysis
• ☆ Multivariate Analysis
• ☆ Nonlinear Regression
• ☆ Correlation Analysis
• ☆ Mathematical Statistics
• ☆ Trend Analysis
• ☆ Risk Assessment & Actuarial Science

サービス

• Data & AI
• Product Development

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-Non ML, Data Visualization, Data Processing, Data Insights

Product Development Prototyping

職務経験

Data Scientist

AirAsia

11月 2021 - 5月 2022

Machine Learning Engineer

Neural Technologies

10月 2020 - 10月 2021

Data Scientist

AIA Group Ltd

6月 2019 - 10月 2020

Aberdeen Standard Investments

Postodoctoral Fellow in time series modelling

5月 2017 - 4月 2018

学歴

PhD Actuarial Mathematics

Heriot-Watt University

11月 2013 - 5月 2017

MSc Actuarial Science

Heriot-Watt University

9月 2012 - 9月 2013

認定資格

• 認定資格の詳細は未入力です。