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markrofail/README.md

๐Ÿ‘‹ Hello, I'm Mark Rofail!

Iโ€™m a passionate Software Development Engineer II based in London, UK with a deep love for building efficient, scalable systems and crafting delightful user experiences. Currently, I'm working at Amazon, contributing to the development of Prime Videoโ€™s web platform, but my journey into tech is far-reaching, with experiences spanning from fraud prevention tools to vehicle attack detection research.


๐Ÿ›  Tech Stack & Skills

Languages:

  • Java, Typescript, Python

Frameworks & Tools:

  • Spring, React, Django

Testing:

  • Mocha, Jest, Pytest, Cypress

Databases:

  • PostgreSQL, DynamoDB

๐Ÿ”จ Projects

  • Multi-Modal Vehicle Attack Detection
    TensorFlow, Python
    Developed a multi-modal deep learning module to detect and prevent camera-based vehicle attacks using sensor data.

  • PostgreSQL Contributor
    C, C++
    Enhanced GIN index-scan between polymorphic array types, significantly improving query performance by 90%.


๐Ÿ† Awards & Achievements

  • ICVES Best Paper Award (2019)
    For the paper "Multi-Modal Deep Learning for Vehicle Sensor Data Abstraction and Attack Detection."

  • Google Summer of Code Mentor (2021)
    Mentored students working on PostgreSQL, fostering the next generation of open-source contributors.

  • Hacktoberfest Award (2020)
    Successfully made significant contributions to open-source projects.


๐Ÿ“ซ Get in Touch


๐Ÿ’ฌ Always happy to chat about backend architecture, machine learning, open-source contributions, or anything tech-related! Let's build something amazing together ๐Ÿš€.

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