About

Malvika Dayanand Shetty is a skilled Software Engineer with expertise in building data models and analyzing data for optimization of product development. Currently working at Ford, she is responsible for Neural Network Training and root cause analysis using Python, Tensorflow, and Keras. Malvika has trained convolutional neural networks to detect trailer angles with over 95% accuracy and optimized NN parameters for increasing model confidence. She has also worked on Neural Network Automation and Behavior Evaluation, where she was the team lead for Neural Network training and prediction automation for varying batch sizes in Python. Malvika has defined noise factor to compare Neural Network trainings and determine the cause for poor model behavior. Malvika has extensive experience in developing dashboards for Key Metrics and Neural Network Model Parameters using Qliksense, Python, and Pandas. She has identified key metrics using dashboards to diagnose issues and finalize production models. Malvika has devised dashboards to generate model parameter trends and help decide the NN framework. Malvika has previously worked as a Software Engineer Intern and Senior Data Analytics Intern at Intrepid Control Systems. She has developed a new test management system using Django for manual and automated testing of new versions of the company's data analysis software. Malvika has also specialized in programming and troubleshooting of data analysis platforms that communicate with vehicle ECUs. She has developed a Python script with command-line functionality to parse through VSB files and extract CAN messages. Malvika has also developed a new DataSpy video analysis feature to detect objects in images using the YOLO algorithm with OpenCV and Python. Malvika holds a Master's degree in Computer Science and Electrical Engineering from the University of Michigan and a Bachelor's degree in Electrical, Electronics and Communications Engineering from NIT Surathkal. She has also completed her High School from Pace Science Junior College and primary education from Vissanji Academy. Malvika is skilled in Python, Neural Networks, SQL, Pandas, Keras, Django, Tensorflow, SDET, Integration, Senior Software Engineer, and OpenCV. With over 1.35 years of relevant experience, Malvika is a valuable asset to any organization that values data-driven solutions.