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Highly adaptable leader with significant research experience, project management, and leadership capability. Proven problem solver who takes on diverse roles in design, modeling, and reliability. Technical and innovative problem solver, achieving results that connect business needs to engineering, research, and design solutions. Capable innovator with 110+ patents pending and 65+ (US) patents granted to date in areas of ML, driver assist, autonomous vehicles, and other technical areas.
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Adas Data Ops EngineerFord Motor Company Oct 2022 - PresentDearborn, Michigan, UsNext gen ADAS data platform development: Technical Development and Data Governance (e.g. GDPR). -
Adas Data AnalystFord Motor Company Sep 2018 - Oct 2022Dearborn, 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. -
Cae Methods Engineer— Structural MechanicsFord Motor Company Jan 2017 - Sep 2018Dearborn, Michigan, UsSupported 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. -
Module Design EngineerSunpower Corporation Aug 2013 - Aug 2016Richmond, California, UsCharacterized 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. -
Phd CandidateTechnion - Israel Institute Of Technology Mar 2009 - Jul 2013Haifa, IlStudy 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. -
Graduate StudentCase Western Reserve University 2006 - 2008Cleveland, Oh, UsPrimary 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. -
Undergraduate Research AssistantIowa State University 2005 - 2005Ames, Iowa, UsPerformed research in silver-erbium alloys for electronic applications. Studied oxidation, crystallography, and mechanical properties of B2 Intermetallics. -
Undergraduate Research AssistantArgonne National Laboratory 2004 - 2004Lemont, Il, UsPerformed 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. -
Undergraduate Research AssistantAmes Laboratory 2003 - 2003Ames, Iowa, UsPreparation of photonic bandgap materials and other photonic crystals.
David Herman Skills
David Herman Education Details
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Technion - Israel Institute Of TechnologyMaterials Engineering -
Case Western Reserve UniversityMaterials Engineering -
Iowa State UniversityMaterials Engineering
Frequently Asked Questions about David Herman
What company does David Herman work for?
David Herman works for Ford Motor Company
What is David Herman's role at the current company?
David Herman's current role is ADAS Data at Ford Motor Company.
What is David Herman's email address?
David Herman's email address is da****@****ail.com
What schools did David Herman attend?
David Herman attended Technion - Israel Institute Of Technology, Case Western Reserve University, Iowa State University.
What skills is David Herman known for?
David Herman has skills like Materials Science, Mechanical Testing, Scanning Electron Microscopy, Composites, Python, Fracture Mechanics, Matlab, Characterization, Jmp, Numpy, Image Analysis, Afm.
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