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Semiu/README.md

Hi there 👋!

  • 🧑‍💻 I'm a Software Engineer - Data and Machine Learning. Currently leading the International Consulting Associates, Inc.'s data engineering team on the FDA's CDRH MDE-AI Enterprise System project.

  • 🌱😄 I enjoy developing and operationalizing machine learning models and making data more accessible to, and suitable for, machine learning and data analytics. I love designing data-intensive systems and data products - for insights, artificial intelligence, analytics, business or decision support. You name it!

  • 💵 A non-deployed model does not impact the bottom line. It's, therefore, my job to take ML models into the system and monitor its continous performance.

  • 🔭⚡ My academic research centers on the intersection of software engineering and machine learning, especially machine learning for software security. My current Ph.D. research is exploring machine and deep learning models for automated detection of security vulnerabilities in program source code.

  • :octocat: I blog occasionally here

  • 😄 Pronouns: He/Him

Pinned

  1. malware-detector malware-detector Public

    Machine learning-based malware analysis models

    Jupyter Notebook 3

  2. java-codesecurity java-codesecurity Public

    Text and Static Analysis of Java's Common Vulnerabilities and Exposures.

    Jupyter Notebook 1 1

  3. data-engineering data-engineering Public

    Introduction to Data Engineering

    Jupyter Notebook

  4. Intro-to-Python Intro-to-Python Public

    Python code writing ground

    Jupyter Notebook

  5. Intro-to-ML Intro-to-ML Public

    Introduction to Machine and Deep Learning

    Jupyter Notebook

  6. MAB MAB Public

    Multi-armed bandit strategy: towards improving MAB strategy using Particle Swarm Optimization and Annealing algorithm

    Jupyter Notebook 1