I write to think clearly, build leverage, and multiply impact beyond myself.
Writing helps me turn complex career, data, and system-level understanding into clear, reusable knowledge. My career experience becomes far more valuable when it is shared with the community not just as advice, but as products, words, and graphical interfaces that people can actually use.
I write to:
- convert lived experience into systems that scale,
- make knowledge accessible across backgrounds and generations,
I write to build clarity, enable others, and create impact that compounds over time.
The Trade-offs in Data Type Optimizations for Handling Massive Datasets
Optimizing memory and performance through strategic data type selection.
The Objective Nature of Supervised Learning and the Subjective Art of Unsupervised Learning
Exploring the philosophical and technical nuances of ML approaches.
Low Resource Languages Vs Conversational Artificial Intelligence
Bridging the gap between widely-spoken and underrepresented languages in NLP.
The cause of a decision in Swahili social media sentiments
Deep diving into sentiment analysis for Tanzanian social media contexts.
Data augmentation in natural language processing
Techniques for expanding training datasets to improve model robustness.
Swahili text classification using transformers
Sentiment Analysis, Transformers, Natural Language Processing
Audio classification using deep learning
Audio Analysis, Deep Learning, Natural Language Processing
Understanding spacy process pipelines
Spacy, Natural Language Processing