Arasch Lagies
Machine Learning Engineer
- Role
- Senior Staff Software Engineer - Machine Learning at Righthand Robotics, Inc
- Location
- San Jose, CA, US
- LinkedIn followers
- 500 followers
About Arasch Lagies
Experienced with the development of Deep Neural Network (DNN) models, their quantization and conversion to TinyML (Tensorflow Light for Microcontrollers TFLM) and their deployment on bare-metal MCUs and ARM NPUs. Deployed custom Tensorflow Lite (TFLite) models on accelerator hardware (Intel NCS2, Google Coral TPU and FPGA). Developed inference models for product deployment using Tensorflow. Developed DNN training and inference library from scratch using Calculus and Linear Algebra in Python (Numpy). Proficient in digital image processing using OpenCV and development of imaging pipelines. Lead and managed teams of engineers.
Experience
Senior Staff Software Engineer - Machine Learning
Mar 2023 — Present
Education
Bundeswehr University Munich
Doctor of Philosophy (Ph.D.), Semiconductor Physics
1997 — 2000
Technical University of Munich
Master’s Degree, Physics
1990 — 1997
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