Certifications
Credentials earned, each with its issuer and verification.
Certificates & Training
Deep Learning Specialization
Five-course sequence on neural networks, optimisation, convolutional architectures and sequence models — the foundation under the TimeSformer and CLIP work in my thesis.
Verify credentialPython (Advanced)
Assessment covering decorators, generators, closures and the standard library, sat under timed conditions. Python is the language every pipeline I maintain is written in.
Verify credentialMachine Learning with Python
Regression, classification, clustering and model evaluation in scikit-learn, with the imbalance handling I later applied to the loan eligibility classifier.
Verify credentialCitywide Inclusive Sanitation (CWIS)
Sector training on inclusive sanitation planning, faecal sludge management and municipal service delivery — the subject matter behind the online courses I build and deliver.
Verify credentialData Analysis with Pandas & NumPy
Cleaning, reshaping and aggregating tabular data, and plotting it with Matplotlib — the daily toolkit for the district-level survey datasets I process.
Verify credentialMoodle Course Design & H5P Authoring
Course structure, enrolment and progress tracking in Moodle, plus interactive H5P content authoring — applied directly to the two learning platforms I built from scratch.
Verify credential