Niketan Pansare  Niketan Pansare photo         

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Senior Software Engineer
Almaden Research Center, San Jose, CA, USA


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More information:  Niketan's Blog  |  Niketan's YouTube Channel  |  Niketan's LinkedIn Profile  |  Niketan's Github  |  Spark Technology Center

  • Cache Optimized Model Serving with Resource Constraints at IBM AI System's Day (Oct 3rd, 2018).
  • Deep Learning with Apache SystemML
    • FireEye Inc (July 10, 2018).
    • Boston University (Oct 10, 2018).
  • Deep Learning and GPU capabilities in Apache SystemML at IBM CODAIT Brownbag (May 8, 2018).
  • Coursera Instructor: Advanced Machine Learning and Signal Processing (part of Advanced Data Science with IBM Specialization).
  • Challenges in scaling Deep Learning - High Performance Transactions Processing (HPTS 2017).
  • Declarative, Large-Scale Machine Learning with Apache SystemML at KDD 2017 (co-presented with Prithviraj Sen).
  • GPU-accelerated Deep Learning in Apache SystemML on Nov 14, 2016 at IBM Thomas J. Watson Research Center
  • Accelerating Data Science with Apache SystemML
  • Lunch talk (Oct 11, 2016) - Summary of Bay Area Deep Learning School (Slides)
  • Apache SystemML - Declarative Machine Learning at Scale
    • Datapalooza at Austin (April 28, 2016)
    • Rice University (April 29, 2016)
    • University of California, Merced (October 7th, 2016)
  • Apache SystemML Architecture Overview (Video on Youtube)
  • Online Aggregation for Large MapReduce Jobs (Video on Vimeo or Dailymotion, Prezi slides, Blogpost, Paper, PDF slides)
  • Spoken Topic Model (Paper, PDF slides)
  • Datapath System (Paper)
  • Large-Scale Online Aggregation Via Distributed Systems (PhD Thesis)
  • Multi-query optimization in Datapath System (Master's thesis)
  • Tutorial on reinforcement learning (Video on Youtube, PDF slides, Blogpost)
  • How MapReduce part of Hadoop works (i.e. system's view) ? (Slides: PDF, Keynote), Youtube videos: