Co-founder, CEO, Chief Data Scientist2013 - PRESENTEyen SE
Technologies: C++, CUDA, Python, NumPy, TensorFlow, Electron Microscopy, Machine Learning, Deep Learning
- Raised capital and put together an exceptional development team.
- Developed a deep neural network-based system for automatically processing particles in micrographs from an electron microscope.
- Implemented a correlation-based alignment method on GPUs, 100x faster than original NumPy/SciPy code.
Software Engineer2009 - 2013
Technologies: C++, Python, Java, BigTable, MapReduce, Large-scale Machine Learning, Semantic Analysis
- Brought Priority Inbox from prototype to public launch.
- Redesigned and prototyped a new learning back-end.
- Managed Bigtable replication and load balancing across the globe.
Software Engineering Intern2008 - 2008
Technologies: Machine Learning, C++, MapReduce
- Reduced the estimation error by 40% compared to handcrafted models.
- Sped up the data acquisition library 10x for specific query types.
Lead Developer/AI Specialist2007 - 2007ALTAR Interactive
Technologies: C++, Python, SWIG
- Led eight developers to deliver a successful, timely prototype.
- Designed and implemented an AI module for the prototype.
- Grew the team and introduced systematic development techniques.