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 - Hangzhou China;
Grab - CRM Data & Analytics Manager - '18-'18 - Singapore;
Uber - Analytics & Insights - '17-'18 - Singapore;
Uber - Global Business Analyst - '16-'17 - Singapore;
KPMG - Senior Associate M&A Analyst - '15-'16 - Singapore;
Avaloq - Transition and Transformation Analyst - '14-'15 - Singapore;
Deutsche Bank - Process Improvement Analyst - '12-'14 - Singapore;
The Asian Banker - Corporate Sales - '12-'12 - Singapore;
RL Capital Management - Research Analyst - Singapore - '11-'11;
Singapore Management University - MSc, Applied Finance - 2011;
Xiamen University - MSc applied Finance Preparatory Program - 2010;
Xi'an Jiaotong University - BSc - 2010;
Northwest University of Politics & Law - BA, Business Law - 2010;
Northwest University of Politics and Law - B.Arts, Law, 2010；
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.
Google - Data Analyst - '18-Present - Singapore;
BNP Paribas - Data Analyst - '17 - '18 - Singapore;
UBS - Summer Analyst - '16 - Singapore;
National University of Singapore - Bachelor of Science Honours (Highest Distinction) - Business Analytics - 2017;
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 - Business Intelligence Engineer - '18- Present - Singapore;
Visa - Data Analyst - '16-'17 - Singapore;
Shopee - Businee Intelligence Associate - '15 - Singapore;
McDermott - Business Analyst - '14-'15 - Singapore;
McDermott - Management Traine - '12-'14 - Singapore;
Master from NUS, EBAC (Enterprise business analytics), GPA 4.32 / 5, Graduate in 2017;
Degree from NTU, EEE, 2nd Honor, Graduate in 2012;
More than 10 years Data Analysis / Business Intelligence experience in Fintec, Banking, Retail, Manufacturing
Ant Financial - Head of BI - '18-Present - Singapore;
Giti Tire - Digital Transformation Manager - '17-'18 - Singapore;
Apple - Senior Data Analyst -'13-'17 - Singapore;
DBS - Senior Data Analyst - '11-'13 - Singapore;
SOITEC - Senior Data Analst - '09-'11 - Singapore;
AMD - Data Analyst - '05-'09 - Singapore;
NTU - Master - Knowledge Management - 2009;
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 - '16-'19 - Singapore;
Institute for Infocomm Research - Agency for Science - Technology and Research (A*STAR) - Data scientist - '14-'16 - Singapore；
Ecole Polytechnique Federale de Lausanne (EPFL) - Postdoctoral researcher - '12-'14 - Switzerland;
Nanyang Technological University - Ph.D. - Computer Science - 2012;
Jilin University - Bachelor of Science - Computer Science - 2007;
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.
CSIT - Data Scientist - '19 - Present;
PSA - AVP(Enterprise Business Analytics) - '17-'19 - Singapore;
MSD - Senior Data Scientist - 16-'17 - Singapore;
SPH - Analytics Manager - '14-'16;
National University of Singapore - MSc Quantitative Finance - 2013;
National University of Singapore - BEng - Mechanical - 2004;
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.
Twilio inc - Senior Solutions Engineer - '19 - Present - Singapore;
ViSenze - AI for Visual Commerce - Solutions Engineer - '17-'19 - Singapore;
Shopee - Product Manager - '17-'17 - Singapore;
OSIsoft Asia Pte. Ltd. - Customer Support Engineer -'15-'17 - Singapore, San Francisco Bay Area, CA;
Dow Chemical Company - Commercial Summer Intern - '15-'15 - Shanghai, China;
EvolveNYC LLC - Founder/Managing Director - '13-'16 - New York, NY;
University of Colorado Boulder - M.S.'15, Boulder, USA - 2015;
Columbia University - B.S.'13, New York City, USA - 2011;
SM1 Scholarship 2004 - 2008;
Experience in management consulting, salaries, rewards, careers.
The Lean Academy - Founder and CEO - '17-Present - Asia;
AlphaZetta - The Independent Analytic Experts - Data Scientist - '18-'20 - Asia;
UN Sustainable Development Solutions Network – Youth -Project Officer - '18-Present;
Mercer - Consultant - '14 - '16 - Hong Kong;
University College London (UCL) - MSc International Public Policy - 2017;
The University of Hong Kong - Bachelor of Social Sciences Psychology - 2014;
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 - '17-Present - Singapore;
Tan Tock Seng Hospital - Medical Statistician - '15-'17 - Singapore;
The Economist Intelligence Unit (The EIU) - Analyst - '14-'15 - Singapore;
National University of Singapore - MSc (Computational Biology);
Zhejiang University - BSc (Hons);
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.
Tookitaki - Data Scientist - '18 - Present - Singapore;
WATSTOCK PTE LTD - Data Scientist - '17 - '18 - Singapore;
BMW FUTURE MOBILITY LAB@NTU - Researcher - '17-'17 - Singapore;
Jize Game - Lead Developer -'16-'16 - Shenzhen;
Zhaoxi Game - Developer - '14-'16 - Guangzhou;
Fiho Game - Developer - '13-'14 - Guangzhou;
Nayang Technological University, Master of Digital Media Technology - 2017;
Jinan University, Bachelor of Information Engineering - 2013;
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 - '19-Present - Singapore;
Grab - Data Scientist - '17-'18 - Singapore;
National University of Singapore - Ph.D. - Computer Science - 2016;
Tsinghua University - M.S. - Software Engineering - 2012;
Northeastern University (CN) - B.S. - Software Engineering - 2009;
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 (https://bit.ly/2R9i239). 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) - '19 - Present - Singapore;
Visa Inc. - Data and Architecture Engineer - '17-'19 - Singapore;
Lazada - Data Scientist - '16-'17 - Singapore;
Visa - Summer Intern (Business Intelligence) - '16 - '16 - Singapore;
Georgia Institute of Technology - M.Sc - Artificial Intelligence and Machine Learning - 2020;
Singapore Management University - B.Sc - Information Systems (Business Analytics) - 2017;
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.
Envision Digital - Senior Data Scientist - '20-Present - Singapore;
Lazada Group - Data Scientist - '18-'20 - Singapore;
Seagate Technology - Data Analytics Engineer - '14-'18 - 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 - '18-Present - Singapore;
Prudential plc - Global Head Office Summer Intern - '17-'17 - London, United Kingdom;
Envestors - Venture Capital Analyst - '17-'17 - London, United Kingdom;
Imperial College London - MSc Economics and Strategy for Business - 2017;
Singapore University of Technology and Design - BEng Engineering Systems Design - 2015
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 - '19-Present - Singapore;
McKinsey & Company - Analytics Expert - '14- '19 - Singapore & London;
SAP - Data Science Researcher - '12-'14 - Singapore;
Apple - Demand Planner - '11-'12 - Singapore;
Nanyang Technological University - PhD - Operation Research - 2011;
Nanyang Technological University - BEng - Computer Engineering - 2006;
Seasoned data science professional with experience in Internet company, top tier management consulting firm and Top MNC with strong expertise in data science, machine learning, business consulting and people management. Happy to offer advices to those who are passionate about entering the emerging industry of big data.
MSD (Merck) - Associate Director of Data Science - 2020.6-now - Singapore;
BCG - Senior Data Science consultant- 2019.3-2020.6 - Singapore;
MSD - Data Science Manager - 2016.10-2019.3 - SIngapore;
Garena - Data Scientist - 2015.7-2016.10 - Singapore;
Nanyang Technological University - Ph.D. - EEE - 2015;
Huazhong University of Sci. & Tech. - BEng - Information Engineering - 2011;
Five years data and analytics experience with exposure to various industries such as banking, asset management, insurance, logistics, government, healthcare. Happy to offer advices to those who are passionate about data. Also happy to give tips on finding jobs and writing resumes in Singapore.
Partners Group - Data Engineer - 2020 Jan to present - Singapore,
PwC - Senior Associate (Risk Assurance Data & Analytics) - 2016 Aug-2020 Jan - Singapore
NTU - bachelor of science - mathematical seciences (business analytics) - 2016
Three years' algorithm engineer and data scientist experience in the deep learning and machine learning field especially in the e-commerce and IT industry. Happy to offer advice to those who are passionate about the data related roles such as data analyst, data scientist, machine learning engineer, algorithm engineer, and so on.
Lazada(Alibaba) - Manager, Data Science - 2020-now - Singapore;
Twenty First Century Aerospace Technology - Image Algorithm Engineer(Deep learning) - 2018-2020 - Singapore;
Bplus - Head of Singapore - 2018-2018 - Singapore;
Nanyang Technological University - Master - CCA - 2018;
Southeast University - Bachelor - Automation - 2017;
Macau University - Exchange - ECE -2016;