# Disha Misra

> Software Engineer at Ambarella

Location: Santa Clara, California, United States
Profile: https://flows.cv/dishamisra

Skilled Software professional with 12 years of experience in development and validation. Experience includes machine learning SDK development for low power edge devices and leading camera, audio firmware validation for Intel devices.

## Work Experience
### Staff Software Engineer @ Ambarella Inc
Jan 2017 – Present
- Develop 'CVFlow' SDK to optimally translate Deep Learning networks for Autonomous driving, IP Cam, ADAS, Driver Monitoring Systems, Robotics onto neural network accelerator
- Develop Pruning and Quantization techniques in in Tensorflow2.0 for faster inference on Ambarella neural network accelerator
- Build debugging tool, for detailed comparison of Framework level and primitive output, for debugging precision issues.
 - Benchmark customer networks and optimize them for performance improvement.
 - Project and Change manager for ISO 26262 Functional Safety and ASPICE process related activites for Microcode.

### Software Development Engineer In Test @ Intel Corporation
Jan 2011 – Jan 2017
Camera Firmware Validation for Intel SoC Products
Responsibilities include 
•	Designing validation strategy for delivering high quality imaging solutions
•	Developing host testbench for testing camera firmware

Speech Recognition Validation for Intel Products on Windows
Developed test framework for validating voice recognition solution for Windows. Other responsibilities included analyzing the voice application requirements thoroughly and creating elaborative test cases for voice recognition usages in Email, media and Social domains

Audio IP Validation on Intel SoC Platforms
•	Implemented End user test case automation for Bluetooth and Video Streaming category to facilitate daily execution with minimal effort. 
•	Analyzed Line and Functional coverage of the audio driver source code using Bullseye to create effective tests leading to test coverage improvements.
•	Developed Windows Hardware Certification Kit automation solution and deployed it as a nightly job to install latest audio driver on device, run and send results via email to team

### Software Engineer @ Tringapps, Inc
Jan 2010 – Jan 2011 | Greater New York City Area
•	Led the quality assurance team for an iPhone lifestyle app of a huge content company. 
•	Involved in testing and providing quality assurance for a Universal application (iPad and iPhone platform) of a US premium cable television network. Responsibilities included developing test plans, executing unit test cases, code reviewing, and managing bug fixes.
•	Participated in requirements gathering, analysis design and development phase of an agile project management application for the iPhone platform

### Course Assistant for Randomized Algorithms @ Johns Hopkins University
Jan 2010 – Jan 2010

### Course Assistant for Algorithms @ Johns Hopkins University
Jan 2009 – Jan 2009

### Research Intern @ Dept of Medicinal Chemistry, Virginia Commonwealth University
Jan 2009 – Jan 2009
Worked on building and analyzing molecular models for proteins and protein – ligand complexes using specialized software.

### Course Assistant for Intermediate Programming in C/C++ @ Computer Science dept, Johns Hopkins University
Jan 2009 – Jan 2009


## Education
### Master of Science - MS in Computer Science
The Johns Hopkins University

### B.Tech in Computer Science
Shreemati Nathibai Damodar Thackersey Women's University

### Kendriya Vidyalaya


## Contact & Social
- LinkedIn: https://linkedin.com/in/dmishra-24241511

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Source: https://flows.cv/dishamisra
JSON Resume: https://flows.cv/dishamisra/resume.json
Last updated: 2026-04-12