Work
Case studies documenting problem, approach, validation, and outcome.
Internal research knowledge platform
A centralized web tool helping researchers organize papers, models, and ideas in one place.
Computer vision model deployment
End-to-end deployment of a CV classification model during an applied AI internship at Avanade.
Learning Local Gibbs States from Noisy Shallow Quantum Circuits
Research on how noise affects thermal quantum states from shallow circuits. 40-page MSc thesis.
Time series analysis and forecasting
Hands-on implementation of classical time series models, diagnostics, and model selection.
Computational data analysis
Statistical modeling and unsupervised learning on real datasets: regression with regularization and Gaussian Mixture Models.
AWS Django deployment baseline
A reliability-focused production setup for a personal website: Gunicorn, Nginx, TLS, and GitHub Actions.