AI Apprentices (Batch 4)

Available in June 2020.

Mohamad A.

Technical Competencies: R, Python, SQL, Machine learning, Natural Language Processing, Marketing Analytics

Last Role Held: Senior Manager, Data

Highest Qualitification: BSc Social Science, SMU

Z. Cheng

Technical Competencies: Python, Pytorch, Computer Vision, Database Engineering

Last Role Held: Senior Systems Engineer (Data and Database)

Highest Qualitification: MSc Business Information Technology, Uni of Central Lancashire

M. Choo

Technical Competencies: Python, Deep Learning, Neural Networks

Last Role Held: Curriculum Designer/ Head Instructor

Highest Qualitification: BSc Computational Biology, NUS

A. Febriyan

Technical Competencies: Data Analysis, Modeling with Scikit Learn and PyTorch, Software/Web Engineering (Python, JavaScript, HTML/CSS)

Last Role Held: Technology/Corporate Innovation Lead

Highest Qualitification: BSc Environmental Health Engineering, NUS

W. M. Kew

Technical Competencies: Recommendation Systems, Deep Learning, Terraform AWS deployment, Kedro, Docker, Bash shell scripting

Last Role Held: Undergraduate

Highest Qualitification: BSc Physics, NUS

Kow Y. S.

Technical Competencies: Tensorflow, PyTorch, UNIX, Git, Docker

Last Role Held: Data Scientist

Highest Qualitification: BSc Physics, NUS

N. Lim

Technical Competencies: Python, Deep Learning, Data Science, Statistical Learning, Feature extraction

Last Role Held: R&D Intern

Highest Qualitification: BSc Engineering (Biomedical Engineering), NUS

X. Y. Lim

Technical Competencies: Computer Vision, Deep Learning, Agile Methodology (Scrum), Full-Stack Web Development, Mobile App Development, User Experience (UX)

Last Role Held: Digital Business Technologist

Highest Qualitification: BSc Info Comm Technology (Software Engineering), SIT

M. Loke

Technical Competencies: Data Analytics, Machine Learning, Computer Vision, Transport Planning

Last Role Held: Senior Transport Planner

Highest Qualitification: BSc Engineering (Engineering Systems and Design), SUTD

Ng J. M.

Technical Competencies: Python, R, SQL, Computer Vision

Last Role Held: Data Analytics and Digitalisation Intern

Highest Qualitification: MSc IT (Business), SMU

L. P. Ng

Technical Competencies: Deep Learning, Computer Vision, Robotics, Systems Engineering, Product Design

Last Role Held: Asst Principal Engineer

Highest Qualitification: BSc Engineering (Mechanical Engineering), NTU

Sun Y.

Technical Competencies: C++,C#, Python, GPU Programming, 3D Programming

Last Role Held: R&D Director (China)

Highest Qualitification: MSc Pattern Recognition and Intelligent Control, Northwestern Polytechnical Uni, China

J. Tan​

Technical Competencies: NLP, Time Series, Financial Trading, Reinforcement Learning

Last Role Held: Statistician

Highest Qualitification: BA Economics, NUS

Tan K. C.

Technical Competencies: Graph Neural Network, Federated Learning, PySpark

Last Role Held: Senior Data Analyst

Highest Qualitification: MTechnology, NUS

K. Wang

Technical Competencies: Natural Language Processing, Topic Modeling, Computer Vision, MongoDB and SQL databases, CFA Level III

Last Role Held: Associate, Group Managed Investments

Highest Qualitification: BBA (Finance), NUS

Weng J.

Technical Competencies: Python, SAS, Tableau, PowerBI, SQL

Last Role Held: Senior Manager, Data Analytics

Highest Qualitification: MSc Statistics, NUS

Zeng Z. A.

Technical Competencies: Python, TensorFlow, Docker, SQL, PyQt

Last Role Held: Research Engineer

Highest Qualitification: BSc Engineering (EEE), NTU

AI Apprentices (Batch 5)

Available in November 2020.

S.W. Ngui

Technical Competencies: Computer Vision, Software Engineering, Time Series Analysis, Human Detection, Pose Estimation, Cloud Deployment

Last Role Held: AI Engineer

Highest Qualitification: Diploma in Business Studies, NP

K. Tham

Technical Competencies:Product Development, Front End Development, UX/UI Prototyping, Computer Vision, Natural Language Processing, Cloud Computing

Last Role Held: Senior Analyst

Highest Qualitification: MSc IT in Business (Artificial Intelligence), SMU

S. Chu

Technical Competencies:Natural Language Processing, Computer Vision, Deep Learning, Bioinformatics, Cancer Biology

Last Role Held:PhD Candidate

Highest Qualitification: Ph.D. in Cancer Biology NGS, NUS

H.X. Choong

Technical Competencies: Computer Vision, NLP, Reinforcement Learning, Regression and Classification, Data Engineering, Metaheuristics

Last Role Held: Undergraduate Research Assistant

Highest Qualitification: BA Computer Science, Boston College

X. Tang

Technical Competencies: Python, C/C++

Last Role Held: Data Science Software Engineer

Highest Qualitification: PhD Physics, NUS

D. Chong

Technical Competencies: Python, recommender systems, computer vision, natural language processing, machine learning, deep learning

Last Role Held: Data Analyst

Highest Qualitification: MSc IT in Business (AI Track), SMU

J. Huang

Technical Competencies: Python, Deep learning, Tensorflow, PyTorch, .Net

Last Role Held: Engineer

Highest Qualitification: PhD Mechanical Engineering, NTU

H. Liew

Technical Competencies: Python, R, Natural Language Processing, Data Analysis

Last Role Held: Analyst

Highest Qualitification: BSc Life Sciences, NUS

S.M. Leo

Technical Competencies: Python, scikit-learn, pandas, Deep Learning, User Interface Design, Deployment

Last Role Held: Project Manager

Highest Qualitification: MBA, University College Dublin, Ireland

D. Poon

Technical Competencies: Tensorflow, Git, Docker, Tableau, Pytorch

Last Role Held: Intern

Highest Qualitification: BSc Accountancy and Finance, SIM-UOL

P.L. Yap

Technical Competencies: python, data analysis, feature engineering, develop pipelines, modelling

Last Role Held: Director

Highest Qualitification: Msc Mgmt of Technology, NUS

D. Hou

Technical Competencies: Business Model Strategy, Business Development, Product Management, Software Engineering, Data ETL, AI Modelling

Last Role Held: Director/Lead Developer

Highest Qualitification: BSc Computer Science (Hons), University of Melbourne, Australia

S.Y. Gong

Technical Competencies: Python, SQL, Tableau, Javascript, Vue.js

Last Role Held: STEM Instructor

Highest Qualitification: PGDE Education (Primary) NIE, NTU

J. Kam

Technical Competencies: Python, Tensorflow, R, C++, MT4

Last Role Held: AI Programmer

Highest Qualitification: BSc Computing, NUS

J. Tan

Technical Competencies: Python, VBA, HTML & CSS

Last Role Held: Analyst

Highest Qualitification: BBM (Business Analytics), NTU

W.Z. Yong

Technical Competencies: Natural Language Processing, Deep Learning, Machine Learning, Data Analysis, Model Deployment

Last Role Held: Senior Investment Performance Analyst

Highest Qualitification: BSc Accountancy with 2nd Major in Finance, SMU

Arsyad

Technical Competencies: Deep Learning, Natural Language Processing, Python, SQL, Machine Learning

Last Role Held: Data Analyst

Highest Qualitification: BA Commerce (Finance and Management), Murdoch University

W.Q. Leong

Technical Competencies: Python, Javascript, SQL, Machine Learning, Deep Learning, Software Engineering

Last Role Held: Pharmacist

Highest Qualitification: BSc Science (Hons) Pharmacy (Highest Distinction), NUS

D.W. Tan

Technical Competencies: Programming (C#, Java, Python), Machine Learning (TensorFlow, Pytorch), Software/Web Development, Data/Regression Analysis, Econometrics

Last Role Held: Cost Controller

Highest Qualitification: Msc Economics and Econometrics, University of Bristol

V. Loy

Technical Competencies: NLP, ETL, Python, SQL, VBA, Tableau

Last Role Held: Data Architect

Highest Qualitification: BBM (Banking and Finance), BSc Accountancy, NTU

E. Ong

Technical Competencies: Programming (Python, MATLAB, Bash, SQL, C++), Mathematical Modeling, Data Visualization, Machine Learning DevOps (Kubernetes, Helm, Docker), Machine Learning (TensorFlow, PyTorch, scikit-learn, pandas, seaborn), Computational Physics,

Last Role Held: Project Officer

Highest Qualitification: PhD Physics, NTU

Y.G. Bai

Technical Competencies: Python, Data Science, Recommendation System, NLP

Last Role Held: Senior Product Marketing Specialist

Highest Qualitification: MSc Computing, NUS

B.H. Tan

Technical Competencies: R Programming, Python, Statistics, Data Mining

Last Role Held: Senior Manager, Data Analytics

Highest Qualitification: BSc (Hons) Statistics, NUS

J.W. Lee

Technical Competencies: C++, python, Virtual Reality, Computer vision, Unity, Kubernetes

Last Role Held: Lead Software Engineer

Highest Qualitification: BSc Computer Engineering, NUS

AI Apprentices (Batch 6)

Available in March 2021.

T. Lee

Technical Competencies: PyTorch, Tensorflow, Python, Java, Rust, VueJS

Last Role Held: Software Engineer

Highest Qualitification: BSc Business Analytics, NUS

Y. Li

Technical Competencies: R C++, Python, Mathematical modeling, Numerical simulation, Computer Vision, Deep learning,

Last Role Held: -

Highest Qualitification: PhD Biomedical Engineering (Computational Electrophysiology), NGS, NUS

A. Kwee

Technical Competencies: Python, Pandas, Numpy, Scikit-learn, Keras, C++

Last Role Held: -

Highest Qualitification: University of London (SIM) — Bachelors in Accounting and Finance (First Class Honors)

K. Soh

Technical Competencies: Python, Java, Algorithm, AI/Machine learning, Software engineering, Research

Last Role Held: Software Engineer

Highest Qualitification: Computing Science BSc (hons.) University of Glasgow (In partnership with Singapore Institute of Technology)

gayle

G. Tan

Technical Competencies: Python, Data Analysis, Data Engineering, SQL

Last Role Held: Client Data Scientist

Highest Qualitification: MA (Business Studies) - University of Edinburgh

J. Lin

Technical Competencies: Python, Software Engineering, Natural Language Processing

Last Role Held: Lead Developer

Highest Qualitification: BEng ICT (Software Engineering), SIT

A. Au

Technical Competencies: R, Python, Qlik Sense, Microsoft Excel

Last Role Held: Data Analyst

Highest Qualitification: BSc Statistics & Mathematics, NUS

D. Chen

Technical Competencies: Python, R, Tableau, TensorFlow, Cloud computing, Data engineering

Last Role Held: Pricing Analyst

Highest Qualitification: MSc (Business Analytics), NUS

J Rodrigues

Technical Competencies: Python,SQL, Data analytics, OpenCV, Microsoft office suite and Sketch

Last Role Held: Associate Product Manager

Highest Qualitification: Bachelor degree (University of Melbourne)

L. C. Chiam

Technical Competencies: Python, Data Analytics, Machine Learning, Application Deployment

Last Role Held: Valuation Controller

Highest Qualitification: Master in Applied Finance, SMU

W. Ang

Technical Competencies: Python, Natural Language Processing, Computer Vision, Deep Learning

Last Role Held: Project Integration Coordinator

Highest Qualitification: BEng (Hons) Chemical Engineering, NUS

N Jupri

Technical Competencies: Python, Deep Learning, Computer Vision, PyTorch, Tensorflow

Last Role Held: AI Internship

Highest Qualitification: BSC Engineering Chemical Engineering, NUS

H. E. Pang

Technical Competencies: Python, R, ArcGIS/qGIS

Last Role Held: Data Science Intern

Highest Qualitification: Master's in Geographic Information System, NUS

J. H. Teo

Technical Competencies: Private and Secure AI, Software Engineering (Backend), Deep Learning (PyTorch and Tensorflow), Natural Language Processing, Computer Vision

Last Role Held: Data Scientist

Highest Qualitification: B.Eng Mechanical Engineering, NTU

Y. K. Lam

Technical Competencies: Python, SQL, Natural Language Processing, Weak Supervision, Recurrent Neural Networks, Transformers

Last Role Held: Data Analyst

Highest Qualitification: Bachelors of Accountancy with double major in Data Analytics, SMU

J. Chua

Technical Competencies: Python, Data Science, Artificial Intelligence, Data Analysis

Last Role Held: Technical Intern

Highest Qualitification: Bachelor of Engineering - Chemical Engineering, NUS

K. Chua

Technical Competencies: deep learning, deployment, python, R, GIS, remote sensing

Last Role Held: Researcher

Highest Qualitification: PhD in Quantitative Ecology, NUS

S. Lee

Technical Competencies: Product Analytics (AB Tests), Econometrics, Information Retrieval Systems, Tensorflow, Pytorch, NLP

Last Role Held: Product Analyst

Highest Qualitification: B.Soc.Sci. (Hons.) Economics, NUS

D. Poh

Technical Competencies: Machine Learning with Python, Computer Vision, Pose Estimation, UI/UX prototyping, Data Visualization, Virtual Reality with Unity

Last Role Held: Self-Employed Consultant

Highest Qualitification: B.Eng. Electrical and Computer Engineering, Curtin University of Technology (Western Australia)

K. Goh

Technical Competencies: Computer Vision, Robotics, Graph, Python, Django, Natural Language Processing

Last Role Held: Self-employed

Highest Qualitification: Masters of Intelligent Systems, NUS ISS

G. J. Joseph

Technical Competencies: software engineering, python, machine learning, recommendation systems, graph neural networks, financial modelling

Last Role Held: Technical Lead

Highest Qualitification: MEng, Chemical Engineering, University of Cambridge

K. Y. Mok

Technical Competencies: Python, C#, PLC, C++, Machine Design

Last Role Held: Machine Designer

Highest Qualitification: Master of Science (Smart Product Design), NTU

S. Surani

Technical Competencies: Python, Kubernetes, Docker, Helm, Unix

Last Role Held: Junior Web Developer

Highest Qualitification: Bachelor of Science (Honours), NUS

R. Lim

Technical Competencies: python, machine learning, computer vision, Medtech R&D

Last Role Held: Research Officer

Highest Qualitification: Bachelor of Engineering (Honours)- Biomedical Engineering, NUS

S. Yao

Technical Competencies: machine learning, business analysis, python, project management, bash, docker

Last Role Held: Technical Business Analyst

Highest Qualitification: Graduate Diploma in Systems Analysis, NUS-ISS

Chian F. T.

Technical Competencies: Software engineering, Machine Learning, Deep Learning, Federated Learning, SQL

Last Role Held: Software Engineer

Highest Qualitification: MSc Technology Management, NTU

Z. H. Neo

Technical Competencies: Python, Scikit-Learn, Tensorflow, Docker, Kubernetes, SQL

Last Role Held: Research Engineer

Highest Qualitification: M.Sc, NUS

W. Xu

Technical Competencies: Data Analysis, Modelling with Scikit Learn and PyTorch, Deep Learning, Computer Vision, Natural language Processing

Last Role Held: Engineer

Highest Qualitification: Bachelor of Engineering (Electrical and Electronic Engineering) with Honours (Merit), NTU

S. Tan

Technical Competencies: Natural Language Processing, Computer Vision, Recommendation System, Time Series, Legal Analysis & Strategy, Full Stack Web Development (in progress)

Last Role Held: AI Specialist

Highest Qualitification: Bachelor of Law (LL.B.) with Honours, NUS

P. Chin

Technical Competencies: Python, SQL, Tensorflow, Natural Language Processing, Data Analysis, Data Visualization

Last Role Held: Live Operations Data Analyst

Highest Qualitification: B.SocSci (Hons) in Economics, NUS

B. Yap

Technical Competencies: Python, C Programming, MATLAB, Docker , Machine Learning, Computer Vision

Last Role Held: Supply Analyst

Highest Qualitification: BBSc Mechanical Engineering, NTU

C. Neo

Technical Competencies: Python

Last Role Held: Manager (Institutional Research, Policy and Planning)

Highest Qualification: BSc Social Sciences (Honours) in Political Science, NUS

K. Chng

Technical Competencies: Python, C++, C, Matlab, COMSOL, Solidwork

Last Role Held: NUS, Engineering Design & Innovation Centre, Research Assistance

Highest Qualitification: Doctor of Philosophy, NUS

K. W. Heng

Technical Competencies: Python, C Programming, MATLAB, Docker , Machine Learning, Computer Vision

Last Role Held: Tax Associate

Highest Qualitification: BSc in Accountancy, SMU

E. H. Tan

Technical Competencies: Software Engineering, Machine Learning, Deep Learning, SQL, .NET, Python

Last Role Held: Founder and Director

Highest Qualification: BSc Information Technology (Computing), University of Wollongong, Australia

M. Jufri

Technical Competencies: Python, R, Tableau, SQL, Natural Language Processing

Last Role Held: Reseller Ops - Corporate to Consumer (C2C) Accounts Manager

Highest Qualitification: BEng Computer Engineering, NTU

R. Liu

Technical Competencies: Python, Finance, Accounting, Business Administration

Last Role Held: Trader

Highest Qualitification: Double Degree (Accountancy and Business Admin), NTU

S. Ahmad

Technical Competencies: Data Engineering, Data Analysis

Last Role Held: Data Engineer

Highest Qualitification: B.Eng (Electrical and Electronics), NTU

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