Passionate about data. Analyzing trends. Building models. Connecting tech with business needs.
New projects and articles, as they're added.
A personal platform for investment tracking and AI-assisted insights.
Three lessons about writing understandable code, trusting data, and building things that others can maintain.
A mix of personal and academic projects.
Building a personal platform for monitoring investments, organising financial data and exploring AI-assisted insights. A public case study is in preparation.
Case study coming soon
Built a multivariate time-series deep learning model using behavioural data from more than 12,000 users to forecast app usage.
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Used BERT and Hugging Face Transformers to classify film-review sentiment, with attention to the model development workflow.
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Analysed smartphone behaviour and compared forecasting methods to understand trends and changes in app usage.
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Explored neural network architectures for turning grayscale images into plausible colour images, comparing reconstruction quality and perceptual similarity.
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Combined collision records, weather and speed-limit data to explore road safety patterns and model accident severity.
Read case study →Thoughts on AI, data and putting ideas into practice.
Writing · Engineering reflections
Three lessons about writing understandable code, trusting data, and building things that others can maintain.
Interested in exchanging ideas on applied AI, data engineering or building useful technology?