Kelvin H.

CEO

Singapore, Singapore9 yrs 5 mos experience

Highly Stable

Key Highlights

Decade of leadership in data science across multiple industries.
Expert in building data-driven teams for impactful business decisions.
Proven track record in optimizing budgets and user growth.

Stackforce AI infers this person is a Data Science leader in Fintech and E-commerce sectors.

Contact

kelvinheng@ocbc.com LinkedIn

Skills

Core Skills

Data ScienceTeam LeadershipStrategic AlignmentMachine LearningTrainingMentoringAlgorithm Development

Other Skills

A/B TestingAirflowAmazon Web Services (AWS)Apache AirflowApache SparkBudget OptimizationCausal InferenceChurnComputer VisionConvolutional Neural Networks (CNN)Data AnalysisData InitiativesDeep LearningDockerE-Learning

About

Hands-on Data Science leader with a decade of leadership experience in delivering outsized impact across fintech, e-commerce and super-apps, from Zero to One Building elite data team to enable everyone to make data driven business decisions and achieve business goals

Experience

9 yrs 5 mos

Total Experience

1 yr 8 mos

Average Tenure

1 yr 7 mos

Current Experience

Ocbc

VP of Data Science - Group Data Office

Nov 2024 – Present · 1 yr 7 mos · Singapore · Hybrid

Leading 10+ talented data scientists to deliver impact on Campaigns, X-sell, recommendation, Copilot, Document processing, Recommendation, GenAI initiatives

Causal InferenceA/B TestingTeam ManagementExperimental AnalysisDockerAirflow+3

Goto group

3 roles

Head of Data Science & Analytics

Promoted

Oct 2023 – Jan 2025 · 1 yr 3 mos · Hybrid

Responsible for data initiatives impacting budget optimization, user growth, and fraud detection
Directly reported to VP of Data & Engineering, fostering strategic alignment with C-suite
Led strategic decisions of data investments and cost structure
Led hiring, talent acquisition, development, and retention of data function

Budget OptimizationUser GrowthFraud DetectionData InitiativesData ScienceStrategic Alignment

Senior Data Science Manager

Promoted

Apr 2022 – Oct 2023 · 1 yr 6 mos · Hybrid

Implemented strategies to tackle growth, profitability, fraud, and churn across multiple business units
Leads ~ 10 talented Business Intelligence Engineers, Data Scientists & Analytics Engineers to tackle growth, profitability, fraud & churn (~USD100m annual savings)

Growth StrategiesProfitabilityFraudChurnData ScienceTeam Leadership

Data Science Manager

Jan 2021 – Apr 2022 · 1 yr 3 mos · Hybrid

Implements full stack machine learning pipeline for GoTo's promotion allocation service for more than 300 million customers & 1 million merchants in GoTo ecosystem

Machine LearningFull Stack ML PipelinePromotion AllocationData Science

Stealth startup

Freelance Data Consulting

Jan 2023 – Nov 2024 · 1 yr 10 mos

Offering consulting services to companies
#datascience #machinelearning #deeplearning #datapipeline #datamodelling

Heicoders academy (professionals)

Instructor

Jan 2022 – Nov 2024 · 2 yrs 10 mos · Singapore

Courses include: Machine Learning, Data Visualisation and Python.
Instructor score: 4.9/5.0

E-LearningTraining & DevelopmentTeachingTrainingData Science

Purwadhika digital technology school

Data Science Mentor Expertise Consultant

Jan 2022 – Jan 2023 · 1 yr · Singapore

Mentor data science students in the school

Professional MentoringTrainingE-LearningMentoringData Science

Grab

Senior Data Scientist

Jan 2019 – Jan 2021 · 2 yrs · Singapore

Build regional (Singapore, Malaysia, etc) Grab Paylater score cards for loan approvals.
Build model monitoring dashboard to track model performance and loan book risk exposure
Ingested alternative data to get 25% incremental uplift over existing models
Build end to end Machine Learning pipelines using Airflow and Kubernetes

SQLPython (Programming Language)Machine LearningAirflowKubernetesData Science

Gic

Algorithm Developer

Jan 2017 – Jan 2019 · 2 yrs · Central Singapore

Researched on algorithms to improve trade performance and risk by 80%
Designed and implemented performance attribution models for private market using python

Data AnalysisSQLPython (Programming Language)Deep LearningMachine LearningAlgorithm Development+1