Portfolio Open to roles
Computer engineer at the intersection of data, AI, and engineering. I'm a 4th-year Computer Engineering and Cognitive Science M.Sc student (dual degree) specializing in AI/ML.
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Bachelor thesis with Axis Communications — investigating how metadata from multiple networked cameras can be securely processed and visualised in real time. Designed privacy-minimising data flows, evaluated latency constraints across asynchronous streams.
Cognitive Science thesis grounded in Nielsen's usability heuristics, iterated through scenario-based user tests with SUS scoring. Achieved an average SUS of 90.2 — "excellent" — across all age and digital-literacy groups.
Research for the TextAD project at Linköping University. Applied Coh-Metrix-style metrics, SBERT embeddings, and simulated annealing to reorder sentences. A human study (N=22) found that maximising cohesion does not reliably improve perceived readability.
Bachelor thesis on privacy-aware real-time metadata processing for distributed camera networks. Designed secure data flows and visual abstractions for multi-camera analytics.
Developed NLP research prototype for cohesion-based sentence reordering in extractive summaries. Applied SBERT embeddings, Coh-Metrix metrics, and simulated annealing.