Experience

Roles focused on analytics, ML systems, and delivery

Career Highlights

End-to-end analytics and ML delivery across product, infrastructure, and reporting.

Oxillium

Machine Learning Engineer
Dec 2025 - Present South Africa
RAG pipelines API delivery Deployment

Built an AI-driven educational content platform for automated flashcard, summary, and quiz generation.

Implemented RAG pipelines with chunking, embeddings, and semantic retrieval.

Developed FastAPI services for model inference and content delivery.

Deployed containerized workflows and cloud-backed storage on AWS.

Python FastAPI AWS Docker

Huawei Technologies

Transmission Data Analyst
Feb 2021 - Nov 2025 South Africa
Geospatial analytics POCs Dashboards

Analyzed large-scale transmission and geospatial datasets to track progress, risks, and performance of full-turnkey projects.

Led POC data projects from problem definition to validation and stakeholder sign-off.

Designed experimental workflows for new analytical approaches and automation before rollout.

Built dashboards and reports to communicate KPIs and insights to senior stakeholders.

SQL Dashboards Geospatial Stakeholders

Huawei Technologies

Junior Transmission Data Analyst
Dec 2019 - Jan 2021 South Africa
ETL pipelines Data quality EDA

Supported transmission analysis and infrastructure design with reliable, validated datasets and exploratory analysis.

Built ETL pipelines across heterogeneous sources to ensure accuracy and traceability.

Performed EDA to uncover trends, anomalies, and data gaps affecting planning decisions.

Delivered structured datasets and ad-hoc insights for senior analysts.

ETL EDA Analysis Git

Open to new roles

Ready to contribute to data science, ML engineering, and quantitative analytics teams.