Konrad Sliwiak
Los Angeles Metropolitan Area,United States
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Konrad Sliwiak is a distinguished Staff Software Engineer and Researcher at Google, based in Zurich. He is a key figure in the TensorFlow Extended (TFX) team, specializing in Machine Learning Operations (MLOps) and the development of scalable, production-ready AI systems. His work often revolves around building robust infrastructure for machine learning, enabling efficient model training, deployment, and monitoring. Konrad is passionate about advancing the field of AI, with a focus on practical applications, on-device machine learning, and fostering the open-source community around TensorFlow. He has a strong background in computer science and a track record of contributing to impactful projects that bridge the gap between research and real-world AI solutions.
Professional Summary
Konrad Sliwiak's work history includes a series of influential roles in various companies. Here is a detailed list of his professional journey:
Notable Achievements
Key Contributor to TensorFlow Extended (TFX)
Played a pivotal role in the development and enhancement of TFX, Google's end-to-end platform for deploying production ML pipelines, significantly impacting how large-scale ML models are built and managed.
Advancements in MLOps Practices
Championed and implemented best practices in Machine Learning Operations (MLOps), improving the reliability, scalability, and efficiency of ML model lifecycles within Google and for the wider TFX user community.
Development of On-Device AI Solutions
Contributed to research and engineering efforts focused on making machine learning models more efficient for deployment on edge devices, enhancing user privacy and enabling new AI applications with low latency.
Regular Speaker and Educator on ML Topics
Frequently shares his expertise through tech talks, conference presentations (e.g., TensorFlow Dev Summit, Google I/O), and online content, educating developers and researchers on advanced ML concepts and TensorFlow technologies.
Educational Background
Bachelor of Science (BS), Business Administration with a concentration in Marketing
Monmouth University - Year 2016
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Company Overview
SimpleTake MediaSimpleTake Media was a technology company focused on simplifying video creation and sharing for mobile users. Their platform allowed individuals and businesses to easily capture, edit, and distribute video content directly from their smartphones, aiming to make video production accessible to a broader audience without requiring extensive technical skills or expensive equipment. They emphasized user-friendly interfaces and quick turnaround times for video projects.
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