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OlisaAsielue/README.md

Olisa Asielue

Data scientist and machine learning practitioner. My research looks at human agency in agentic AI: how the design of AI tools affects whether people keep thinking critically or hand their judgement over.

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  1. get_next_line get_next_line Public

    C

  2. agency-ai-interface-study agency-ai-interface-study Public

    Web experiment measuring cognitive surrender: the same AI output shown through low- or high-agency interfaces, with disengagement inferred from behavioural telemetry.

    TypeScript

  3. football-competitive-balance football-competitive-balance Public

    Competitive balance in English football over 126 seasons, using a calibrated Dixon–Coles simulation to separate real divergence in club strength from rule-change artefacts.

    Python

  4. speaker-attribute-cnn speaker-attribute-cnn Public

    CNN that predicts speaker sex and age band from mel spectrograms, tuned with Optuna, tracked in MLflow and shipped as a five-fold ensemble.

    Jupyter Notebook

  5. cryptex-decoder-game cryptex-decoder-game Public

    Browser puzzle game run as an online experiment testing whether a narrative framing changes persistence, help-seeking and player experience.

    Jupyter Notebook

  6. bitcoin-adoption-diffusion bitcoin-adoption-diffusion Public

    Bass diffusion model with user churn, fitted to 17 years of Bitcoin active-address data, with a bootstrap showing which quantities the data actually pins down.

    Jupyter Notebook