Fred Hertlein Email & Phone Number

Austin, Texas, Us

Berkeley, Ca, Us

KGL Research Lab- Creating and optimizing deep learning models (CNN + RNN) to develop a text and sketch-based image search engine for enhancing the creative design process via inspirational stimuli and functional similarities- Managing partnerships and collaboration with university officials and industry stakeholders at HP & Autodesk- Prototyping models in Python notebooks with Tensorflow and Keras, then deploying via web interface constructed with JavaScript, Node.js, and Tensorflow.jsSutardja Center for Entrepreneurship- Developed NLP models and an interface that autocompletes doctors’ input of examination reports to increase efficiencies of medical personnel, reduce medical coding errors, and increase hospital revenue- Built web applications and deployed via Github pages using React frontend and FlaskAdvanced Research Projects Agency-Energy- Analyzed and built Python models (linear regression, time-series, k-nearest neighbors, random forests, gradient boosting, support vector machines) to gauge extended impact of social experiments on workplace energy usage- Validated study findings on the effect of treatments imparted via stepped-wedge trial design

Mountain View, California, Us

- Led hardware product design, manufacturing, and documentation of UAV safety systems, automated landing stations, and communication devices between ground and aerial assets- Performed product validation testing and data analysis for frequency and vibration testing, shock absorption, weatherproofing, safety systems, and redundancy of all critical flight components- Integrated robotic and mechatronic solutions for drone landing stations including programming, path optimization, safety features, user experience, and end-effectors- Managed vendor and contractor relationships including embedded work within consulting agencies- Created and maintained hardware team processes for CAD systems, inventory and BOMs

San Francisco, California, Us

- Contributed and led mechanical product design on five multidisciplinary consulting projects ranging from consumer electronics to healthcare and medical devices- Performed 3D parametric and surface modeling, analysis, rendering, and documentation including cost estimating and analysis, bill of materials preparation, and geometric dimensioning and tolerancing- Prototyped concepts using 3D printing, CNC, and integrated microcontrollers / electronics packages- Developed and presented client pitch decks for project progress and final meetings

San Jose, California, Us

- Supervised sourcing, production and troubleshooting of 29 concurrent engineering projects- Led multidisciplinary team of engineering instructors, and managed class schedules and logistics- Instructed engineering concepts in areas of mechanical design, drafting, electronics, and firmware

San Francisco, California, Us

- Measured food production and optimized recipes to help reduce waste and meet forecasting demands

San Francisco, Ca, Us

Marina, Ca, Us

- Designed, manufactured, and assembled prototype and final products of consumer electronic devices using injection molding, 3D printing, laser cutting, CNC machining, and soldering- Devised and performed product quality test procedures to meet ANSI standards including strength testing, drop and cycle testing, waterproofing, and other mechanical and electrical functionality checks- Independently created standard production and assembly procedure documents for over 30 products focusing on integration of design for manufacturing and assembly standards

Master Of Engineering - Meng, Industrial Engineering Operations Research | Data Science

Master Of Business Administration - Mba

Bs, Mechanical Engineering