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Keith Sng

Keith Sng

Certified

Data Analyst

Singlife

Technologies

My Portfolio Highlights

My New Github

GitHub - keithsngth/sg-labour-market-analysis

My New Github

GitHub - keithsngth/sg-labour-market-analysis

Algorithmic visionary, building bridges between data and knowledge.

My Work

Take a look at my latest work.

github

GitHub - keithsngth/sg-labour-market-analysis

github

GitHub - keithsngth/sg-labour-market-analysis

My Certifications

These are the industry credentials that I’ve earned.

Python Data Associate

Python Data Associate

Data Analyst Associate

Data Analyst Associate

SQL Associate

SQL Associate

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

Courses

Introduction to SQL
Intermediate Python
Intermediate SQL
Data Manipulation with pandas

My Work Experience

Where I've interned and worked during my career.

Singlife | May 2024 - Present

Data Analyst

N/A

National Parks Board | Jan 2023 - May 2024

Veterinary Science Programmes Manager

Programme Management: • Managed and engaged partner animal welfare groups to steer the strategic development of AVS' flagship TNRM and rehoming programmes Ops Tech & Data Analytics: • Developed automation workflows using R and Python to streamline aggregation, cleaning and processing of monthly feedback data, reducing KPI generation lead time by 80% • Employed statistical modelling and time series analysis methods in R to elucidate feedback trends and key contributors for upstream management • Created spatial-temporal visualisations using QGIS to provide operational guidance through hotspot/heat maps • Developed dashboard in QlikSense to consolidate key TNRM programme KPIs for reporting • Utilised population models and statistical models (oSCR, secr) in R to obtain abundance estimates and establish predictors of stray cat/dog density to inform animal management operations and TNRM policy
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National Parks Board | Jun 2021 - Dec 2022

Community Animal Manager

• Partnered government agencies, animal welfare groups, and the public to address human-animal conflicts • Reviewed animal management programmes, legislations, and streamlined ops processes into a single workflow

National University of Singapore | Aug 2020 - May 2021

Undergraduate Researcher

Department of Biological Sciences | Carrasco Bioecon Lab Honours Thesis: Modelling Indirect Land Use Change Impacts on Biodiversity Supervisor: Associate Professor Roman Carrasco Mentor: Dr Zhang Yuchen • Modelled global market feedbacks on 17 economically-important crops from improved regional crop productivity using the Global Trade Analysis (GTAP) computable general equilibrium model • Translated market feedbacks into spatially-explicit land use changes using a Contagion von Thünen model • Assessed impacts on biodiversity using a countryside Species-Area Relationship (SAR) model

My Education

Take a look at my formal education

Specialist Diploma in Data Science (Artificial Intelligence), Information TechnologySingapore Polytechnic | 2025
Bachelor of Environmental Studies (Honours), Environmental BiologyNational University of Singapore | 2021
Student Exchange Programme Colgate University | 2019
University Town College Programme (UTCP) Tembusu College | 2019
GCE 'A' Levels, Science StreamAnderson Junior College | 2014

About Me

Keith Sng

Data Analyst passionate about creating value in businesses and driving data-driven change.

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