Senior Software EngineerAlmaden Research Center, San Jose, CA, USA +14089271740
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- 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
- Future of Data - New York meetup (Nov 14, 2016) - slides & demo notebook
- 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: