# Soumyatha Gavvala > All things Data Location: San Jose, California, United States Profile: https://flows.cv/soumyatha Software Engineer with data-driven approach to solving problems. Passionate in helping businesses identify the value of their data. ## Work Experience ### Software Engineer, Data @ Nextracker Inc. Jan 2024 – Present ### Staff Software Engineer @ TDK InvenSense Jan 2022 – Jan 2024 > Design and implement ETL pipelines for data drift analysis across different semiconductor test phases. > Build and maintain scalable data orchestration workflows using Apache Airflow. > Perform custom data analytics for Test and Product Engineering using Python, PySpark, and SQL. > Strategize with cross-functional teams to identify potential process improvements and recommend data-driven solutions. > Analyze the need for new applications or enhancements to existing applications to suit business needs. > Develop and enhance internal tools, including ATE Hardware Management for ISO compliance, On-Chip Memory-Map processing, Assembly and Foundry Process Monitoring, and Database Monitoring. ### Senior Software Engineer @ TDK InvenSense Jan 2021 – Jan 2022 | San Jose, California, United States > Design and implement stream processing for customer data analytics using Kafka. > Develop and maintain data visualization and reporting scripts to be consumed during product engineering and new product development phases. > Perform Test-Driven Product bring up, and scale Wafer Sort and Final Testing for mass production. > Implement and maintain database architecture for test bring up activities. > Perform Ad-Hoc data analysis for drawing business insights from production data. > Own ATE SW integration for Quality and Reliability teams for EMC compliance, Stiction Testing, etc. ### Software Engineer @ TDK InvenSense Jan 2018 – Jan 2021 | San Jose, California Sensor Data Analysis and Reporting MEMS Characterization and Validation ATE Software Integration ### Deep Learning and Computer Vision Intern @ TDK InvenSense Jan 2018 – Jan 2018 | San Jose, California Applying deep learning for image enhancement and image reconstruction. Dissecting Convolution Neural Network for parameter optimization. Extending the models to low power battery operated devices by translating GPU trained models to embedded compatibility. ### Deep Learning Research Member @ Embedded Machine Vision and Intelligent Automation Research Group Jan 2017 – Jan 2018 • EMVIA is a research group building an architecture for integrating visual, RADAR and acoustic sensor networks along with cloud based Machine Vision system for Unmanned Aircraft Systems (UAS) traffic management. • Conducted comparison study for various object detection methods using image processing and deep learning algorithms. Research included YOLO detection, R-CNN, Fast R-CNN, Faster R-CNN, SSD algorithms. • Built object detection system using Faster R-CNN and SSD algorithms using the transfer learning method. Framework used: TensorFlow, developed in Python. • Currently working on Mask R-CNN implementation and motion trajectory tracking for video analysis. ### Graduate Student Assistant - Department of Computer Science and Electrical Engineering @ University of Colorado Boulder Jan 2016 – Jan 2017 Responsible for: > Designed weekly assignments, exams, and their grading rubrics > Assisted in course planning, conducted office hours and interview grading for below courses >CSCI 1320 - Introduction to Programming Languages. >ECEN-5322 - Search Engine & Analysis of High-dimensional Dataset. >ECEN-4/5632- Introduction to Digital Filtering. ### R&D Electrical Engineer Summer Associate @ Medtronic Jan 2017 – Jan 2017 | Colorado • Developed a clinical decision support system as part of the Technology Exploration group. The CDS served as a successful sales pitch for the Surgical Innovations department and is a working project now. • Tool uses Reinforcement learning – Markov Decision Process, with a web-based User Interface. Built in R and Shiny. • Project Lead Intern – Managed the project end to end with task assignment, project scheduling, organizing brainstorm sessions. Mentored an intern in the technical aspects of the project. Took voice of customer interviews, participated in business collaboration meetings. ### Medical device analysis and test tool development Intern @ Medtronic Jan 2016 – Jan 2016 | Boulder, Colorado • Developed a data visualization tool for measuring performance of amplifier boards across clinically relevant high dimensional space. Accomplished in decreasing call backs for their Pulse Oximeter amplifier boards. • The tool serves as drill down tool for in depth time series data visualization and statistical analysis of the board performances to help improve the design specifications. • Developed a comparison tool for visualizing patient data with different confounding factors like Ambient light and patient heart conditions. Used for defining target market and increase sales. Both tools were built using Object Oriented MATLAB. ### Undergraduate Intern @ Electronics Corporation of India Limited (ECIL), Department of Atomic Energy, Government of India. Jan 2014 – Jan 2015 | Hyderabad >Studied various industry level manufacturing processes for electronic devices. >Documented procedures for development of voting machines and communication systems in submarines. >Developed Main Annunciation System in the Control and Automation department. ## Education ### Master of Science (MS) in Electrical and Computer Engineering University of Colorado Boulder ### Bachelor of Technology (B.Tech.) in Electronics and Communications Engineering Jawaharlal Nehru Technological University ## Contact & Social - LinkedIn: https://linkedin.com/in/soumyatha-gavvala --- Source: https://flows.cv/soumyatha JSON Resume: https://flows.cv/soumyatha/resume.json Last updated: 2026-04-11