Biswas

Blogs

Field notes

Build logs and technical notes from work on security research, applied machine learning, and small systems.

  1. Building a face search engine end to end

    What I learned building a small educational face-retrieval system with detection, ArcFace embeddings, and cosine search.

    6 min read

  2. How I do recon

    My current method for turning hosts, routes, scripts, and responses into a small set of testable questions.

    6 min read

  3. The model that finds the bug will defend the bug

    Why I separated discovery from validation in BBHUNTER, and why I require a reproducible request before accepting an AI verdict.

    6 min read

  4. Starting Shellcat

    A short note on turning private security notes into an honest record of how I work.

    2 min read
Biswas Workbench

Parable

Photos

Résumé

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Books

Books I keep returning to

My favorites come first, followed by the Kafka and Dostoevsky collections and the rest of my reading shelf. Select any cover to open my note.

Cover images are served locally from Open Library and verified edition listings.

Music

Workbench TonesStopped

Three original synthesized tracks with a quiet office room bed. Sound starts only after you turn it on or press Play.

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