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Full stack (hypervisor and guest OS kernel, distributed systems, big data, AI/ML, GUI) architect for high performance, secure, scalable, and user-friendly end-to-end systems. Inventor/creator of hypervisor native data services with VDFS and social search with PeopleRank. Key contributor of Petuum composable AI/ML platform, Apache Hadoop, Hypertable, Inktomi web search, Proofpoint MLX, Zvents search/analytics.Specialties: Algorithms and architectures for large scale information retrieval, distributed/cloud/sky/confidential computing/storage/security, virtualization, container/docker/kubernetes/microservices, machine learning, web frameworks/microfrontends; multi-paradigm API/library/framework/application/system design and implementation; social mobile big data AI/ML/NLP/MLOps/LLM/RAG/GenAI green energy buzzword aggregation; vegan fusion cooking and range hood cleaning.
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Independent Advisor And InvestorFreelanceSan Jose, Ca, Us
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Independent Advisor / InvestorFreelance Apr 2023 - Present
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Hadoop Committer / Pmc MemberThe Apache Software Foundation May 2011 - PresentWilmington, Delaware, Us -
Principal ArchitectPetuum, Inc. Apr 2017 - Apr 2023Pittsburgh, Pennsylvania, UsComposable AI/ML landing platform for enterprise/all at any scale/where/time. -
ArchitectCheetah Mobile America Mar 2016 - Apr 2017Mobile big data platform/service/magic.● Initiated and deployed end-to-end (ETL, training, testing, and serving) deep/machine learning pipelines and services for smart ad mediation spanning global regions, serving ~600M users.● Initiated and deployed neural transfer learning pipelines solving the "cold start" problem of personalized content recommendation.● Initiated and evaluated deep learning pipelines for creating user profile embeddings for personalized mobile advertising.
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Senior Staff EngineerVmware Oct 2012 - Mar 2016Palo Alto, Ca, UsSoftware Defined Big Data Center.● Initiated and led VDFS: a native hyper-converged distributed file/object storage system that supports scalable file/object/volume clone/snapshot for big data and container workloads● Initiated a kernel (guest and hypervisor) bypassing IO framework to take advantage of features of modern hardware (IOMMU, SR-IOV etc.)● Participated in the design and implementation of VMware Big Data Extension (BDE), especially open source Hadoop Virtualization Extensions● Authored 18 patents -
Software ArchitectIbm Silicon Valley Lab Sep 2011 - Oct 2012Armonk, New York, Ny, UsBigInsights with big data. -
Principal EngineerYahoo! Feb 2010 - Aug 2011Sunnyvale, Ca, UsOpen source cloud computing infrastructure with Hadoop and friends.● Designed, implemented and deployed the next generation of Hadoop metrics framework and instrumentation.● Designed and implemented the next generation of Hadoop web framework, web UI and services.● Participated in the design and implementation of the next generation of Hadoop computing platform, aka MapReduce 2.0, while in the dev on-call rotation for the largest (production and research) Hadoop clusters in the world. -
FounderMountcloud Jun 2009 - Feb 2010● Hypertable developement and consulting.● Helped founding Hypertable Inc.● @mountcloud
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Principal ArchitectZvents Jul 2007 - Jun 2009San Francisco, Ca, Us● Designed and implemented federated and blended product search.● Participated in design and implementation of Hypertable: an open source distributed database similar to Google's Bigtable.● Designed and implemented scalable revenue recognition analytics for CPC based local advertising with Hadoop/Cascading and Hypertable.● Introduced Git to the developement process. -
Founder, Chief ArchitectWink (Acquired By Reunion/Mylife) Sep 2004 - Jun 2007● Invented social search with PeopleRank.● Designed and implemented the initial social web search product.● Helped raising venture fundings.● Led and participated in all phases of product releases and operations. ● Authored 3 pending patents. -
Senior EngineerProofpoint Inc Mar 2003 - Dec 2004Sunnyvale, California, Us● Developed a novel message analysis/classification engine (MLX).● Developed corporate message compliance detection engine and web UI. -
Senior Software Engineer, Technical LeadInktomi Corp Jul 1999 - Mar 2003Us● Refactored/rewrote the entire indexer tool-chain to support new index format and internationalization.● Helped growing index size from millions of docs to billions of docs. -
Software EngineerLandmark Graphics Corp. Jan 1996 - Jul 1999● Developed one of the first commercial parallel (message passing) simulation software for oil and gas industry.● Developed an execution and monitoring desktop GUI (cross platform) for the simulator.● Developed a Doxygen like document generator for C/C++/MIDL.
Luke Lu Education Details
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The University Of Texas At AustinMs -
Shanghai Jiao Tong UniversityBs
Frequently Asked Questions about Luke Lu
What company does Luke Lu work for?
Luke Lu works for Freelance
What is Luke Lu's role at the current company?
Luke Lu's current role is Independent Advisor and Investor.
What is Luke Lu's email address?
Luke Lu's email address is li****@****aya.com
What is Luke Lu's direct phone number?
Luke Lu's direct phone number is +141255*****
What schools did Luke Lu attend?
Luke Lu attended The University Of Texas At Austin, Shanghai Jiao Tong University.
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