Bhaumik Mistry
Software Development Engineer
Software Modeling | Machine Learning | Amazon Alexa Edge
About
Dedicated, motivated and art-oriented software engineering graduate applying knowledge in the field of software development and machine learning to cater to the specific needs of the products, while concurrently aiding personal growth.
Now
Amazon
Software Development Engineer May '20 - present
-tbd-
- -tbd-
Past
Medica Corporation
Software Engineer Feb '17 - May '20
Image Processing and Classification
- Developed and profiled image processing libraries in C++ and CUDA on Jetson Tegra X2
- Led a small team of chemists and software engineers to work on segmentation, analysis and classification of QC material used instead of blood for machine stability
- Assist in research and development work on red and white cell segmentation, cell analysis, and cell classification using Decision Trees
Android Development and Cross platform
- Android Development of debug GUI for internal testing of different modules of code
- Maintained cross platform code for libraries and API for Linux and windows
Hight Performance Computing and Multi-threading
- Improved run time complexity by developing a multi-threading job scheduler to be used by image processing module for CUDA, image classification module on CPU and image capture module on CPU, synchronized communication with hardware module and other multiprocessor communication jobs, on limited space and processing power
Test and Continues Integration
- Handling CI tools for the team includes setting up Jenkins jobs for cross platform builds, node creation, static analysis and overnight large data processing for collected data
- Test driven development using Google test used for C++ image processing modules
Tools Development, Microsoft Foundation Class Library
- Designed and Developed GUI classification tools to be used by Data analysis team for manual classification of QC material and blood
- Spatial Calibration and cartridge alignment tool with 3-dimension target search
Research Work
Independent Research
Masters project, NJIT, Jan-Dec'16
One year research project on Implementation of seam carving, seam insertion and detection using machine learning. Assisted PhD student on data collection data classification and c++ code development.
Image Analysis
Research assistant, NJIT, Sep-Dec'16
Image processing and image analysis of stem cells, tracking cell traveling through microscopic channels. The interesting study was conducted to examine and understand behavior and decision making capabilities of stem cell towards attractive chemicals.
Android Developer
Research assistant, NJIT, Jan-Aug'16
Android app development for visually impaired target. Prototype development included working with GPS integration, Wi-fi and bluetooth integration to navigate and assist the target in desired direction.
Publications
Improving Development Times by Reusing Flexible Hardware and Software Components.
Mumbai, India. Bhaumik Mistry: International Journal of Students Research in Technology & Management Vol 1 (06), October-December 2013, ISSN 2321-2543, pg. 619-623
Github Projects
Open-Connect-Art
Art display created by the open source community
An opportunity to use art and engineering to create a master piece with open source community with purpose of teaching and giving an opportunity to upcoming coders to be part of contributing culture.
DrawIt
Art created using mathematical shapes, rotation and iteration
A python project to make use of image processing techniques and math to create dynamic art pieces. Use magic of math, rotation and iteration to paint one pixel at a time to create intricate patterns inspired by natural objects.
Word-Clock
Displaying time in words using opneCV and pixel manipulation,
Education
New Jersey Institute of Technology
Master of Science, Electrical Engineering, cum laude, Dec’16
University of Mumbai
Bachelor of Engineering, Electronics and Telecommunication Engineering, May’14
Skills
| C++ |
| GPU/CUDA |
| Android SDK |
| Python |
| Machine Learning-DT |
| Pattern Recognitions |
| Cross Development |
| Team Player |
| CI/CD pipeline |
Art
Tools I Use
