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Piotr Biel is a distinguished AI and Machine Learning Engineer with extensive experience in building and deploying large-scale machine learning systems. Currently a Staff AI/ML Solutions Architect at NVIDIA, he focuses on helping customers leverage NVIDIA's cutting-edge technologies for their AI workloads. Piotr is highly recognized in the MLOps community, notably as the creator and maintainer of the 'Awesome Production Machine Learning' GitHub repository, a comprehensive collection of resources for MLOps practitioners. His expertise encompasses deep learning, natural language processing, recommender systems, and the operationalization of ML models (MLOps). Before NVIDIA, he held significant roles at companies like Allegro and OLX Group, where he led teams and architected ML solutions for e-commerce and online marketplaces, driving substantial business impact. He is a frequent speaker at industry conferences, sharing his insights on practical machine learning and MLOps.
Peter (Piotr) Biel's work history includes a series of influential roles in various companies. Here is a detailed list of his professional journey:
Curated and maintains a widely acclaimed GitHub repository (github.com/EthicalML/awesome-production-machine-learning, though often forked and popularized under his own name piojan/awesome-production-machine-learning originally) that serves as a vital resource for engineers and data scientists looking to operationalize machine learning models. It has thousands of stars and is a go-to guide for MLOps tools and best practices.
Plays a key role at NVIDIA, guiding enterprise clients and partners in architecting and implementing advanced AI and deep learning solutions using NVIDIA's hardware and software stack. Contributes to pushing the boundaries of applied AI in various industries.
Led the development and deployment of machine learning models at scale for one of Europe's largest e-commerce platforms, significantly impacting areas such as recommendation systems, search relevance, and fraud detection.
Regularly shares knowledge and expertise through conference talks, workshops, and online contributions, helping to shape best practices and educate peers in the rapidly evolving field of Machine Learning Operations.
Community College of Philadelphia - Year 2006
North Catholic - Year 1998
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Bank of America is one of the world's leading financial institutions, serving individual consumers, small and middle-market businesses, and large corporations with a full range of banking, investing, asset management, and other financial and risk management products and services. The company provides unmatched convenience in the United States, serving approximately 69 million consumer and small business clients with approximately 3,800 retail financial centers, approximately 15,000 ATMs, and award-winning digital banking with approximately 57 million verified digital users. Bank of America is a global leader in wealth management, corporate and investment banking, and trading across a broad range of asset classes, serving corporations, governments, institutions, and individuals around the world.
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