Muhammad Hamza

Muhammad Hamza

AI/ML Engineer | Senior Consultant

Available NowFull-timeRemote

About

ML systems and research engineer with an MSc in AI and a CVPR 2024 publication, experienced in turning modeling ideas into reproducible experiments and reliable production systems. Owns the research-to-production lifecycle for eight predictive-model products across a 3,000-site fleet, with strong expertise in Python, PyTorch, scikit-learn, and distributed data systems.

Skills

PythonPyTorchscikit-learnTensorFlowXGBoostNumPySciPypandasPolarsKubernetesDockerKafkaRedisPostgreSQLFastAPIGitGitHub ActionsCI/CDGCPAzureGeminiOpenAILLaMALangGraphLangChainPydanticRAGPineconeLoRAPEFT

Experience

  • Full-Stack Engineer (weekends)

    TechFace - MentorMatching

    March 2026 - Present

  • AI/ML Engineer | Senior Consultant

    PLC Group Canada

    January 2026 - Present

  • Founding Engineer (part-time)

    Minerva Research Association

    October 2025 - Present

  • Computer Vision Engineer

    CrossPath-Labs (Eigen Project)

    May 2025 - September 2025

  • Research Assistant

    Social Catalyst Lab, University of Zurich

    March 2023 - August 2023

  • Applied Researcher, Computer Vision

    WizLabs

    August 2020 - May 2021

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