
Forward Deployed Engineer @ OpenAI
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Building LLM-powered solutions for the enterprise @OpenAI. Previously @BCG, @SAP.
Yale-NUS College
Bachelor of Science - BS with Honours, Mathematical and Computational Sciences
January 1, 2013 – January 1, 2017
Keio Shounan Fujisawa Junior and Senior High School
High School Diploma, N/A
January 1, 2010 – January 1, 2013
OpenAI
Forward Deployed Engineer
September 1, 2025 – Present
Tokyo, Japan
Boston Consulting Group (BCG)
Lead Data Scientist
September 1, 2024 – September 1, 2025
Tokyo, Japan
BCG GAMMA
Senior Data Scientist
September 1, 2022 – November 1, 2024
Tokyo, Japan
Boston Consulting Group (BCG)
Senior Data Scientist
September 1, 2022 – September 1, 2024
Tokyo, Japan
BCG GAMMA
Data Scientist
September 1, 2020 – September 1, 2022
Tokyo, Japan
Boston Consulting Group (BCG)
Data Scientist
September 1, 2020 – September 1, 2022
Tokyo, Japan
SAP
Machine Learning Developer
July 1, 2017 – July 1, 2020
Singapore
Code Gakko
Co-founder, CEO
May 1, 2016 – May 1, 2020
SAP Innovation Center Singapore
Research Intern (Machine Learning)
May 1, 2016 – August 1, 2016
Singapore
Tor Project (Measurement Team)
Developer
July 1, 2015 – June 1, 2016
STYLER
Developer
June 1, 2015 – May 1, 2016
Japan
Yale-NUS Educational Resources and Technologies Department
Web Developer
February 1, 2015 – August 1, 2015
Infocomm Development Authority of Singapore
Intern
June 1, 2014 – August 1, 2014
NUS Yong Loo Lin School of Medicine
Research Assistant
October 1, 2013 – May 1, 2014
contextual-AI
June 1, 2020 – Present
SAP's first open-source machine learning library for explainability. Addresses the trust gap between machine learning systems and their users.
Electionaire
September 1, 2015 – Present
An online questionnaire that matches users with one of ten Singaporean political parties. Created to provide insight to the electorate of Singapore before its 2015 General Election. Launched one week prior to the elections, the app received 670,000+ page views and over 180,000 unique users. It was also mentioned in various online media outlets, including The Online Citizen and The Middle Ground. Media Mentions: http://www.theonlinecitizen.com/2015/09/06/online-political-literacy-tool-electionaire-goes-viral/ http://themiddleground.sg/2015/09/07/nine-questions-electionaire-team/ https://vulcanpost.com/368031/ge2015-electionaire-quiz-singapore/
Blackhat
April 1, 2015 – Present
Blackbox + construction helmet. Attaching various sensors, including a thermometer, a hygrometer, and an IMU to a construction helmet, we created a wearable that can record data about the immediate surroundings of each construction worker, providing insight about the safety conditions of the work environment. Won Construciton Category Prize at the IoT Hackathon 2015. Technologies used: LinkIt ONE microcontroller.
Tor Roster
March 1, 2015 – Present
A social incentive for Tor relay operators to run more and faster Tor relays.
Discrete Optimization
Coursera
June 24, 2026 – Present
Probabilistic Graphical Models 1: Representation
Coursera
June 24, 2026 – Present
Cultural Fit Analysis
The candidate's diverse project portfolio, including IoT, explainable AI, and civic tech (Electionaire), showcases a broad interest and ability to apply technical skills to various domains. Their work with the Tor Project and open-source contributions (contextual-AI) suggest a collaborative and community-oriented mindset. The progression within large consulting firms (BCG) and tech companies (SAP, OpenAI) indicates adaptability to different corporate cultures. The target role of 'Data Analyst' might be a slight mismatch given their senior 'Data Scientist' and 'Machine Learning Engineer' experience, suggesting they are overqualified or seeking a different type of challenge.
Soft Skills & Operational Fit
The candidate's experience as a co-founder and CEO of Code Gakko, along with their role as a scrum master at SAP, indicates strong leadership, organizational, and entrepreneurial skills. Their involvement in customer PoCs and presentations suggests good communication and stakeholder management abilities. The progression through roles at BCG and SAP demonstrates ambition and a capacity for growth within an organization.