Working as a Senior Associate at KPMG M&A team and covers the mid-sized M&A deals across SEA markets. The main responsibilities include research (competitors, value chain, business model, economic moat/competitive advantage, growth plan), preparing of marketing materials (Pitch book, Teaser, etc), Excel modelling (Financial projection, DCF valuation).

Ant Financial, Senior Algorithm Engineer, '18-'Present
Grab, CRM Data & Analytics Manager, '18-'18

Uber, Analytics & Insights, Singapore, '17-'18 

Uber, Global Business Analyst, Singapore, '16-'17

KPMG, Senior Associate M&A Analyst, Singapore '15-'16

Avaloq, Transition and Transformation Analyst, Singapore '14-'15

Deutsche Bank, Process Improvement Analyst, Singapore '12-'14

The Asian Banker, Corporate Sales, Singapore '12-'12

RL Capital Management, Research Analyst, Singapore '11-'11
Singapore Management University, MSc • Northwest University of Politics and Law, BA

Angela Tang

One year of business analytics experience in the banking industry, interviewed at several banks and get multiple offers from top investment banks. Now starting a new career in the technology field, joining Google. I am willing to share my interview and resume critique experience with all of you who are interested in both industries.

Data Analyst, Google, Singapore '18-Present

Data Analyst, BNP Paribas, Singapore '17-'18 

Summer Analyst, UBS , Singapore '16

National University of Singapore - Bachelor of Science Honours (Highest Distinction) - Business Analytics - '17

Xiaoyi Jiang

Happy to talk to people who are keen to join the data analytics industry, where to start what to look for and also some advise on how to shift career direction from Engineering to Data analytics.


Amazon, PQ Business Analyst, Singapore '18 - 'Present

Visa, Data Analyst,  Singapore '16 -  Present

Shopee, Business Intelligence Associate, Singapore  '15

McDermott, Business Analyst, Singapore  '14 - '15

McDermott, Management Trainee, Singapore  '12 - '14

National University of Singapore, EBAC  •  Nanyang Technology University, EEE

Zhang Honglin

More than 10 years Data Analysis / Business Intelligence experience in Fintec, Banking, Retail, Manufacturing

Ant Financial - Head of BI - 2018/now - Singapore
Giti Tire - Digital Transformation Manager - 2017/2018 - Singapore
Apple - Senior Data Analyst - 2013/2017 - Singapore
DBS - Senior Data Analyst - 2011/2013 - Singapore
SOITEC - Senior Data Analst - 2009/2011 - Singapore
AMD - Data Analyst - 2005/2009 - Singapore

NTU - Master - Knowledge Management - 2009

Lucian Liu

Lucian Liu has over 10 years of experience in the field of data science, e.g., big data analytics, machine learning and artificial intelligence. In particular, he has 2+ years working experience with DBS on credit card data analytics, and over one year experience in ecommerce industry with the expertise on recommender system and targeted advertising (largest ecommerce company in south east Asia). He is happy to offer advices to those who are interested in data science/analytics. He can also offer guidance on learning related data science techniques. Moreover, he has rich connections with head-hunters/recruiters in Singapore and China, providing potential opportunities for the clients.

Shopee (Sea group, previously Garena), Data Scientist, Singapore '16 - present
Institute for Infocomm Research, A*STAR, Data Scientist, Singapore '14 - '16
Ecole Polytechnique Federale de Lausanne (EPFL) - Postdoctoral Researcher, Switzerland '12 - '14

Nanyang Technological University, D.C.S.• Jilin University, B.S.C.S.

Seow How

Four years in the data science industry , with hands-on experience in the various stages of the CRISP-DM framework ( requirements gathering, modeling and model deployment). Experience in starting up data science teams.

PSA - AVP, Enterprise Business Analytics, Singapore '17 - 'present
MSD, Senior Data Scientist, Singapore '16 - '17

SPH, Analytics Manager, Singapore '14 - '16

National University of Singapore,  MSc  •  National University of Singapore, BEng

Chauncy Yin

Several years of big data, AI and engineering experience in IT industry especially focused on e-commerce, enterprise software, and cloud computing. Happy to offer advice and share my industry knowledge and startup experience to those who are passionate about digital transformation.


ViSenze, Enterprise Solutions Engineer, Singapore '17-'Present

SEA Group (Shopee), Product Manager, Singapore '17-'17  

OSIsoft, Product Support Engineer, San Francisco Bay Area, USA '16-'17

Dow Chemical Company, Commercial Excellence Intern, Shanghai, China '15-'15

EvolveNYC LLC Founder/Managing Director, New York City, USA '13-'16

University of Colorado Boulder, M.S.'15, Boulder, USA

Columbia University, B.S.'13, New York City, USA


Singapore SM1 Scholarship 

Yuri Hung

The Lean Academy, Founder and CEO, Hong Kong, '18-'Present

AlphaZetta - The Analytics Revolution, Data Scientist, '18-'18

SDSN Youth, Project Officer, '18-'18

Free Learning, Founder and Director, '12 - now

Mercer, Consultant, Hong Kong, '14 - '16

The University of Hong Kong, University College London (UCL)


My job includes advising and providing solutions to large, complex healthcare organizations in order to achieve strategic objectives and drive performance and growth.


Tessa Therapeutics Pte Ltd, Data Scientist, Singapore '17-Present

Tan Tock Seng Hospital, Medical Statistician, Singapore '15-'17

Clearstate, Analyst, Singapore '14-'15


National University of Singapore, MSc (Computational Biology)

Zhejiang University, BSc (Hons)

Huang Zhe

Career Shifting: from a game developer to a data scientist, happy to provide ideas who are planning to shift their career. who interested in game industry or data science are all welcomed.
Work or Attending higher education: I was a lead developer before entering NTU for master. I would like to share experience why I do so.
Big company or startup: I have a lot of friends from big company or starups, I can give examples about their career development, so that you will have ideas which to choose.


Watstock Pte. Ltd, Data Scientist, Singapore '17 - now 
BMW Future Mobility Lab@NTU, Researcher, Singapore '17-'17 
Jize Game, Lead Developer, Shenzhen,'16-'16 
Zhaoxi Game, Developer, Guangzhou, '14-'16
Fiho Game, Developer, Guangzhou '13-'14


Nayang Technological University, Master of Digital Media Technology 
Jinan University, Bachelor of Information Engineering

Yuhui Wang

Seven years experience in research and data analytics. Working as a data scientist in Shopee, collaborating with marketing team, offering strategies based on customer churn analysis. Having experience in fraud analysis and marketing scientist. I am willing to share my interview and resume critique experience with all of you who are interested in big data analytics area, and happy to give tutorial on data science must-have skills including SQL, Python and fundamental machine learning knowledge.

Shopee, Data Scientist, Singapore '19-'Present

Grab, Data Scientist, Singapore '17-'18


National University of Singapore - Ph.D. - Computer Science

Tsinghua University - M.S. - Software Engineering

Northeastern University (CN) - B.S. - Software Engineering

Vincent Tatan

Two years of Data Engineer and Analytics experience in the Technology, Fintech and eCommerce industry-- Google, Visa, and Lazada. I am also an avid writer for KDNuggets and Towards Data Science Medium ( Happy to share advice to those who are passionate about entering the emerging industry of data analytics and machine learning.

Google LLC - Data Analyst (Machine Learning) - 2019 - Singapore
Visa Inc. - Data and Architecture Engineer - 2017/2019 - Singapore
Lazada - Data Scientist - 2016/2017 - Singapore

Georgia Institute of Technology - M.Sc - Artificial Intelligence and Machine Learning - 2020
Singapore Management University - B.Sc - Information Systems (Business Analytics) - 2017

Yan Jun

Over 5 years of experience in machine learning, data analysis, data mining, and cloud computing. Glad to provide personalized advices on data-related positions with great patience and in-depth industry details.

Lazada Group - Data Scientist - 2018 to present - Singapore

Seagate Technology - Data Analytics Engineer - 2014 to 2018 - Singapore

National University of Singapore - Master of Computing - Computer Science - 2018

Nanyang Technological University - Bachelor of Engineering - Electrical & Electronics Engineering - 2013


Two years financial market data management and anlytics experience. Happy to offer advices to those who are interested in fintech and data analytics in financial industry.

Bloomberg - Market Data Analyst - 2018 to present - Singapore

2016-17 - Imperial College London - MSc Economics and Strategy for Business
2012- 2015 - Singapore University of Technology and Design - BEng Engineering Systems Design

Wang Ting

More than 10 years' experience in data science, machine learning and business advanced analytics across multiple industries and countries. Happy to share industrial experience and insights to those who are passionate about data, analytics and artificial intelligence

Google - Data Science Lead - 2019 - Present - Singapore
McKinsey & Company - Analytics Expert - 2014 - 2019 -  Singapore & London
SAP - Data Science Researcher - 2012-2014 - Singapore
Apple - Demand Planner - 2011 -2012 - Singapore

Nanyang Technological University - PhD - Operation Research - 2011
Nanyang Technological University -  BEng  - Computer Engineering - 2006

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