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j-hussain/README.md

ex-Founder in Residence @ Entrepreneurs First. MSc in Applied Math. Exploring the intersection of model cognition, interpretability, and alignment.

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  1. persona-cognition persona-cognition Public

    A study of introspective access under persona induction using Activation Oracles, verbal self-report, and activation-space similarity on Qwen3-8B.

    Jupyter Notebook

  2. bilinear-comp bilinear-comp Public

    Structured priors on rank-64 CP decompositions of bilinear MLPs, extending Dooms et al. 'Bilinear Autoencoders Find Interpretable Manifolds'

    Jupyter Notebook

  3. persona-vectors persona-vectors Public

    Replication of Chen et al. (2025) persona vectors on Gemma-2-2B, with planned SLT extensions.

    HTML

  4. mathematical-modelling-msc mathematical-modelling-msc Public

    Repository with coursework for my postgraduate studies. Further notes can be found at https://jabir.dev/notes/

    Jupyter Notebook