Darrius

Projects

Professional systems and applied engineering work across cybersecurity, data pipelines, and AI-assisted knowledge workflows.

Three projects that best represent the current professional signal: security-oriented data systems, applied ML, and LLM-assisted compliance tooling.

A compact archive of shipped and professional work. Full case studies will be expanded section by section.

  • shipped · PQC Readiness
    PQ-SAT

    PQC readiness and cryptographic visibility at scale.

    • Python
    • Polars
    • DuckDB
    • PostgreSQL
  • shipped · AI Security
    MalwareMind

    End-to-end AI security demo that converts executable binaries into image representations for CNN-based malware family classification.

    • Python
    • TensorFlow
    • FastAPI
    • Vue.js
  • shipped · Compliance Intelligence
    Cybersecurity Compliance Intelligence

    Structured regulatory mapping database for cross-referencing cybersecurity standards and compliance frameworks.

    • Python
    • SQLite
    • GraphQL
    • Metabase
  • shipped · Data Extraction
    Web Scraping & Data Extraction Pipelines

    Repeatable Python extraction workflows that turn inconsistent semi-structured web sources into structured data for downstream analysis.

    • Python
    • Requests
    • Selenium
    • Airflow

The same work viewed through domain lenses: AI, cybersecurity, and data engineering.

AI / ML

Applied models and retrieval systems where AI supports concrete security and knowledge workflows.

Cybersecurity

Security-oriented engineering across cryptographic visibility, malware analysis, and compliance intelligence.

Data Engineering

Pipelines, analytics, and structured data systems for messy real-world inputs.