David Herman Email & Phone Number

Dearborn, Michigan, Us

Next gen ADAS data platform development: Technical Development and Data Governance (e.g. GDPR).

Dearborn, Michigan, Us

•Developed, deployed, and maintained data analytics platforms•Data pipeline architecture planning, development, and implementation (ingestion to resim/software development)•Data privacy enabled development incorporating ML, data pipeline, access control, and other innovations.Data privacy, project management/Scrum Lead, computer vision, and data analytics of big data for driver assist development and verification. Software stack: Docker, Github, Keras/Tensorflow, Python, Bokeh/Datashader, Pandas, OpenCV, Scikit-learn, Unreal Engine, Qlik, SQL, etc. Connected vehicle data analytics.•Developed novel technical solutions in areas such as Autonomous Vehicles, ADAS, EV, ML, mobility and connectivity leading to multiple patent applications, 100+, and 50+ patent grants by Ford.

Dearborn, Michigan, Us

Supported efforts to deploy global database applications to migrate existing local solutions and develop new capability for improvement in data management practices and improve efficiencies in the areas of materials testing, CAD, CAE, and correlation between physical and virtual verification methods. •Provided ETL support during data migration of legacy data sources.•Developed internal web-based applications proof of concepts for data analytics and visualization of structured and unstructured data (text, natural language processing). Typical software development stack consisted of Python, Django, Pandas, Bokeh, networkx as well as JavaScript libraries. •Provided technical leadership and training of others in scientific programming.•Developed novel technical solutions in areas such as autonomous vehicles, ADAS, EV, mobility and connectivity leading to multiple patent applications by Ford.

Richmond, California, Us

Characterized solar panels and individual module components, including silicon, solar cells, polymers, solder, adhesives, tempered glass, and coupons. Developed new testing standards for products and set performance specifications. Assisted in development of Finite Element Analysis (FEA) capability and provided validation based on experimental testing, improving design and reliability.• Increased product reliability by developing destructive and non-destructive test methods of full-scale structures down to material coupon-level testing, and globalized solutions across manufacturing facilities. • Provided technical leadership across R&D, manufacturing, and reliability, leading and implementing solutions to challenging and complex problems.• Developed image, video, and data analysis capabilities to characterize failure mechanisms, improving quality and enabling prototype development across R&D and manufacturing. • Created and deployed software globally (Python, OpenCV, PyQT, Numpy, SciPy, Scikit-learn, Pandas, lxml, pySerial, SQL) for data, image, video, and statistical analysis. • Developed next-generation metrology and end-of-line electrical testing of solar modules, improving process control, quality, and reliability.• Led capital expenditure projects, global deployment, continuous improvement, technical training, and integration, making positive impact across different projects and segments of company.

Haifa, Il

Study of dynamic crack propagation in single crystal silicon under combined tensile andshear loading. Research combined fracture experiments, Finite Element Ana lysis, andsurface microscopy. Additional research included the study of adhesion of TiO 2 thin filmson glassy substrates for photovoltaic applications. Work was performed in coordinationwith Schott AG as part of the ADGLASS consortium. Operated and maintained wafer dicingfacilities.

Cleveland, Oh, Us

Primary research included mechanical properties of advanced alloys and composites foraerospace materials. Research included the study of toughness of materials, fatigue crackgrowth, bend strength and other properties at both room and elevated temperature.Research focused on alloy development of high temperature blade materials and materialselection of metallic, ceramic, and composite bearing materials for aerospace application.Regular teleconferences with General Electric and Timken to discuss results and planexperiments.

Ames, Iowa, Us

Performed research in silver-erbium alloys for electronic applications. Studied oxidation, crystallography, and mechanical properties of B2 Intermetallics.

Lemont, Il, Us

Performed wear and friction testing of various tribological systems to understand boundary lubrication mechanisms and low friction materials for fuel-cell air compressors. Participated in fabrication of small fuel injector orifices and coating work.

Ames, Iowa, Us

Preparation of photonic bandgap materials and other photonic crystals.

Doctor Of Philosophy (Phd), Materials Engineering

Master'S Degree, Materials Engineering

Bachelor'S Degree, Materials Engineering