Saber Taghvaeeyan
Combining data, physics, and algorithms to create intelligent systems
- Role
- Head of Intelligent Systems at Organic Navigation
- Location
- Minneapolis, MN, US
- LinkedIn followers
- 500 followers
About Saber Taghvaeeyan
I enjoy developing end-to-end solutions: data acquisition, data analysis, and data visualization. With respect to data acquisition, I have expertise in designing custom hardware and firmware for acquiring and transmitting data from various types of sensors, or fetching data from other available sources. Regarding data analysis, I develop deep learning models with custom architectures for time-series analysis (anomaly detection, tracking, and forecasting) and also adaptive filters such as extended and unscented Kalman filters leveraging physic-based models. Finally, in order to visualize the results, I have a range of experience from driving embedded displays to developing web-based applications using Grafana, Plotly, and Dash. I have led projects as a product owner on medical devices, wearable devices, intelligent transportation systems, intelligent consumables, food safety, power grid, and manufacturing.
Experience
Head of Intelligent Systems
Aug 2019 — Present
Education
University of Minnesota
Doctor of Philosophy (PhD), Mechanical Engineering
2009 — 2014
University of Tehran
Bachelor of Science (B.S.), Electrical Engineering
2004 — 2008
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