Deepika Kanade
Lead Research Engineer at Siemens | University of Southern California \'19
- Role
- Lead Research Engineer at Siemens
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Deepika Kanade
I have competed my Masters in EE with specialization in Machine Learning, Computer Vision at Viterbi School of Engineering, May 2019.I am currently working as a Research Engineer in Siemens.
Experience
Lead Research Engineer
Jan 2024 — Present · Bangalore Urban, IN
Created an MLOps framework using open-source tools for model training, validation, tracking, deployement. Implementing an Instance Segmentation and pose estimation SoTA algorithm for bin picking along with generatingphoto-realistic simalated data using Blender. Implemented a CRUD Interface on Pixar’s USD to dynamically manipulate a 3D digital world. Adapted a SoTA visual and Lidar SLAM module to generate realistic segmented 3D indoor maps. Developed a Kubeflow pipeline to adapt existing Siemens solution to a customer data type. End to End Feature Development Cycle for an advanced prototype in Siemens AV portfolio - conceptualization,architecture, development, testing, deployement. Managed Scrum activities for a EUR 300k project. Involved in activities like hiring, mentoring interns.
Education
Maharashtra Institute of Technology
Bachelor of Engineering (BE), Electronics and Telecommunication Engineering
2013 — 2017
University of Southern California
Master's degree, Electrical Engineering
2017 — 2019
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