Hello, my name is

Wonder Mahembe

Data Analyst | Researcher

About me

I am a driven data analyst with over 7 years experience in research and analytics within academia and industry.

Peek at my latest publication in the Journal of Disaster Risk Studies

Despite having a full-time job, one of my favourite hobies is staying in touch with my researcher roots by collaborating with other researchers to publish on topics that interest me. Below is an overview of my latest publication focusing on Operational Risk Management.

Small businesses, which were disproportionately affected by the COVID-19 pandemic, often lack the resources for effective operational risk management, with existing frameworks like ISO 31000 proving too complex and resource-intensive. There is, however, still minimal research into ORM frameworks tailored to the needs of SMMEs facing disaster risks. This study developed and evaluated a tailored ORM framework for SMMEs to manage operational risk exposures from future disasters like COVID-19. A simplified approach was proposed, consisting of three stages: risk identification or disaster preparedness, risk analysis or disaster learning and risk treatment or building enterprise resilience. The framework was empirically tested on data from 208 tourism industry SMMEs using a quantitative research approach. Correlation analysis, SEM and ANOVA tests were used to assess the framework’s applicability to businesses of different ages, sizes and subsectors. Results from correlations and SEM confirmed the proposed ORM framework’s effectiveness in explaining disaster preparedness, learning and resilience for SMMEs. 

My competencies

I possess a broad set of competencies that are crucial for organisational success through the power of data. As shown below, my core competencies are in Research, Data Analytics, and Machine Learning.

RESEARCH

I am fully familiar with the entire research value chain, ranging from conceptualisation to data collection, analysis, and report writing.

DATA ANALYTICS

Having completed over 20 data analytics projects using diverse platforms, I can assure you of my ability to contribute to your organisation as a data analyst.

machine learning

I am ready to work with your organisation to train and deploy powerful algorithms to aid business development through the power of big data.

Skills

R
85%
Python
95%
SQL
75%
Business Intelligence tools
80%

My Experience

2024 - Now

Japan Tobacco International

AGILE STRATEGIC INSIGHTS ANALYST

Successfully completed data integration project to improve BI processes and reporting. I perform and continually improve volume forecasting. I advise management and brand teams on insights affecting their decisions.

2024 - 2024

Opticom International Research

RESEARCH consultant

I worked in market research conducting projects for clients in sectors such as manufacturing, forestry, and pharmaceuticals.

2017 - 2023

Underhill Corporate Solutions

RESEARCH ANALYST

Completed at least 35 individual projects, 10 of which had me at a prominent role. My ranged from conceptualising research, data analysis, and report writing.

Featured projects

Wrapping things up: Visualising company performance using Excel Dashboard. Read more

Flavours of Sentiment: Leveraging NLP for Restaurant Review Analysis. Read more

Cyberattacks analysis and Monitoring Dashboard in Power BI. Read more