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SaniAdamou14/README.md

Mahamane Sani Adamou Mahamane

Computer science (B.S., GPA 3.97/4.00, expected January 2027), based in Niamey, Niger. Software developer at Gabera Software Solutions.

I study how security detectors are evaluated under real operating constraints: a limited number of alerts per day, imperfect labels, and data that cannot always be shared. My main project is AuthBench, an open evaluation harness for authentication anomaly detectors, built as sole author on the LANL data. On 369 million logon events and 162 red-team campaigns, none of ten detectors finds any campaign within 10 alerts per day. The preprint is not yet peer reviewed (v2, Zenodo).

Research interests: reproducible evaluation of authentication and intrusion-detection systems, imperfect ground truth, privacy-preserving collaboration between organizations.

Looking for: funded graduate studies in computer science (master's or PhD, security and privacy), starting in 2027.

Also built: AuthGuard (authentication system from scratch, ASP.NET Core and Angular, 137 tests) and Aegis-ID (read-only Microsoft Entra ID posture auditor, 15 IAM controls, 94 tests).

Portfolio · LinkedIn · ORCID · saniadamou778@gmail.com

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  1. Aegis-ID Aegis-ID Public

    Read-only security posture auditor for Microsoft Entra ID - 15 IAM controls, CLI (offline or live via Microsoft Graph) and an Angular dashboard, JSON/CSV/PDF reports, and CI/CD with cross-platform …

    C# 2

  2. AuthBench AuthBench Public

    Temporally leak-free, alert-budget evaluation harness for authentication anomaly detectors, with a LANL case study: per-campaign detection budgets, an exact random-ranking null for first detection,…

    Python 3

  3. AuthGuard AuthGuard Public

    From-scratch ASP.NET Core + Angular auth system: Argon2id hashing (with HIBP breach check), JWT + rotating refresh tokens with reuse detection, TOTP MFA with recovery codes, RBAC with a self-servic…

    C# 2

  4. StreamHelp_AI StreamHelp_AI Public

    RAG chatbot (FAISS + Groq + LangChain) answering Netflix support questions from a sourced FAQ knowledge base - academic project (TP2).

    Python 2

  5. Serina Serina Public

    Evolutionary ecosystem simulator (C++20 engine, Node/MySQL API, React dashboard) built around the Serina: A World Without Humans speculative-evolution premise - real end-to-end data pipeline, Catch…

    C++ 3 1

  6. PoleMaster_DQN PoleMaster_DQN Public

    Deep Q-Network (DQN) agent built from scratch in PyTorch, solving CartPole-v1 (Gymnasium).

    Python 2