Pallavi Mishra
Fairfax,VA
Summary
RESULTS-DRIVEN AI RESEARCHER, MACHINE LEARNING and SOFTWARE ENGINEER eager to apply state of the art machine learning technology to deliver business growth and success. Passionate about problem solving, technical leadership, and delivering elegant solutions to complex business problems.
Overview
17
17
years of professional experience
Work History
Lead, Machine Learning Platform
MediTrak Life
West Lafayette, IN
03.2020 - Current
- Architect, design, develop new machine learning software platform to predict patient deterioration based on continuous vital sign monitoring using predictive analytics
Research Scientist (Intern)
Amazon
Seattle, WA
06.2017 - 08.2017
- Helped transform Amazon Air's network capacity optimization model into stochastic system to improve its demand forecast ability
- Analyzed company-wide Amazon package delivery data to generate new insights for improving demand modeling and evaluation model for Amazon Air
Co-Founder, CTO
BitSence
Somerville, MA., MA
08.2015 - 05.2016
- Selected into highly competitive Propel Program - startup prototype development incubator program at Greentown Labs
- Successfully demonstrated new sensor-based prototype that uses machine learning to improve security of cyber- physical systems that led to additional grants
Senior Software Engineer/Lead Engineer
Movik Networks (Now Anova Data)
Bangalore, India
03.2010 - 05.2014
- Movik offers real-time network optimization and Hadoop based data analytics for network service providers
- Led software development for Movik's carrier grade network data aggregation engine that eventually went to trial stage with two biggest Service Providers Companies in US and Canada
- Redesigned HTTP packet processing module of Movik's deep packet inspection engine leading to more than 60% performance improvement on fast path packet processor
Software Engineer II, I
Cisco Bangalore
Bangalore, India
06.2007 - 03.2010
- Developed features, refactored code base and provided engineering support for subscriber security and policy division of networking software infrastructure
- Co-authored an IETF draft, in July 2009, for the use of Diameter protocol in NAT (Network Address Translation) control applications
Education
M.S. - Mathematical And Computational Cognitive Science
Purdue University
West Lafayette12.2019
M.S. - System Design and Management
Massachusetts Institute of Technology, MIT School of Engineering
05.2016
Bachelor of Science - Information Technology
National Institute of Technology
Allahabad, India05.2007
Skills
- Deep Neural Network Modeling
- Adversarial Machine Learning
- Computational Statistical Modeling
- Applied Mathematics
- Convex Optimization
- Python
- C/C
- R
- Linux
- Unix Scripting
- PyTorch
- TensorFlow
- Object Oriented Programming
- Software Development
- Project Management
- System Design
Websites
Accomplishments
- 3D Vision based on Symmetry Constraint (with Helie, S Purdue University) Under review paper on deep neural network inspired by human visual system to estimate 3D shape.
- Universal AI Benchmark Tests, Master's Thesis May 2016 Translated universal AI's mathematical results into implementable features for the Arcade Learning Environment towards a comprehensive benchmark for test of general intelligence of machines.
- Vecna Robotics- Architectural and system engineering analysis of robotics startup's upcoming warehouse robots that helped the technical team with system requirements.
Timeline
Lead, Machine Learning Platform
MediTrak Life
03.2020 - Current
Research Scientist (Intern)
Amazon
06.2017 - 08.2017
Co-Founder, CTO
BitSence
08.2015 - 05.2016
Senior Software Engineer/Lead Engineer
Movik Networks (Now Anova Data)
03.2010 - 05.2014
Software Engineer II, I
Cisco Bangalore
06.2007 - 03.2010
M.S. - Mathematical And Computational Cognitive Science
Purdue University
M.S. - System Design and Management
Massachusetts Institute of Technology, MIT School of Engineering
Bachelor of Science - Information Technology
National Institute of Technology
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