Gabriel Quek

Gabriel Quek

Data Scientist @ Ministry of Digital Development and Information

About

Public servant in the tech sector, with knowledge in data analytics, machine learning and artificial intelligence, and with experience in formulating environmental policy, reviewing strategy, managing inspections, consolidating data, and evaluating and managing research projects.

Country

-

City

Singapore

Industry

Computer Software

Skill

Product Design, Django REST Framework, Data Analysis, TypeScript, React.js, Front-End Development, Optimization, Operations Research, Large Language Models (LLM), Back-End Web Development, Data Science, Strategy, Environmental Policy, Python (Programming Language), Public Policy, R (Programming Language), SQL, MATLAB, Data Analytics, Policy Analysis

Experience

Ministry of Digital Development and Information

Data Scientist

Ministry of Digital Development and Information

LinkedIn
2024-2 - Present · 2 yrs 8 mos

Singapore

AI-powered public feedback analysis | Data-driven product development | LLM workflow orchestration

GovTech Singapore

Data Scientist

GovTech Singapore

LinkedIn
2023-4 - Present · 3 yrs 6 mos

Singapore

Prototyped a GPT travel assistant using STB’s Tourism Info & Services Hub, listed on OpenAI’s GPT Store | Evaluation of early LLM assistants such as AutoGPT, BabyAGI | Prototyped natural language charting tool | Business development

Ministry of Social and Family Development, Singapore (MSF)

Data Scientist

Ministry of Social and Family Development, Singapore (MSF)

LinkedIn
2023-11 - 2024-2 · 4 mos

Singapore

Capacity planning for social services infrastructure | Transport modelling and optimisation to inform social services masterplanning

Ministry of Sustainability and the Environment, Singapore

Intern

Ministry of Sustainability and the Environment, Singapore

LinkedIn
2022-4 - 2022-9 · 6 mos

Classifying parliamentary questions | Predicting hawker stall survivability | Establishing data management practices for utility data | Automating audit workflows | Optimisation and sensitivity analysis using waste ecosystem cost model

National Environment Agency

Assistant Director

National Environment Agency

LinkedIn
2019-9 - 2021-11 · 2 yrs 3 mos

Singapore

Vehicular emissions policy formulation | Web scraping | Air pollution control strategy | Optimisation of the national waste infrastructure system

National Environment Agency

Senior Engineer

National Environment Agency

LinkedIn
2017-9 - 2019-8 · 2 yrs

Singapore

Regulatory admin and enforcement | Data standardisation and analysis | Process migration to enterprise IT system | Economic evaluation of recycling initiatives

National Environment Agency

Engineer

National Environment Agency

LinkedIn
2015-7 - 2017-8 · 2 yrs 2 mos

Translating user requirements into operations research constraints | Scoping research programmes and projects | Evaluation of research proposals | Grant administration

Education

Singapore Management University

Singapore Management University

LinkedIn

IT in Business (Artificial Intelligence)

2021-8 - 2022-11 · 1 yr 4 mos

Key Modules: Algorithm Design & Implementation | Big Data: Tools & Techniques | Applied Machine Learning | AI Planning and Decision Making | Data Management | Natural Language Processing | Machine Learning Engineering | Cybersecurity | Multi-Agent Systems Projects: Detection of Bitcoin Fraud | Automatic Generation of 4-Part Musical Harmonies | Lyric Generation for Singapore NDP Songs using GPT-2

Imperial College London

Imperial College London

LinkedIn

Chemical Engineering

2011-10 - 2015-8 · 3 yrs 11 mos

Advanced Process Optimisation | Numerical Methods | Optimisation of District Heating Networks

Raffles Institution

Raffles Institution

LinkedIn
2007-1 - 2008-12 · 2 yrs

Gabriel Quek's Contact Information

Email

******@***.com

Phone

(**) *** ****

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