Artificial Intelligence / Machine Learning (AI / ML) Consultants: 8

Bruce Weiner is a Princeton-educated computer scientist and electrical engineer with more than 35 years of experience in software engineering, AI systems, and enterprise technology management. He provides expert consulting and testimony in disputes involving software development, AI and machine-learning models, cloud and API architectures, and complex software-project performance.

Mr. Weiner has been retained in U.S. District Court, PTAB, state-court, and arbitration matters. He has served as both a consulting and testifying expert in more than two dozen engagements addressing software-engineering standards, algorithmic and patent infringement, trade-secret and copyright analysis, and contract-performance issues.

Areas of expertise include:

• Artificial Intelligence, Language & Machine-Learning Models
• Software Design, Development Standards & Source Code Review
• Patent, Trade-Secret & Copyright Disputes
• Contract, Vendor & Software-Project Performance
• Cloud, Database & API Systems
• Network & Internet Technologies

Representative experience includes analysis of AI-weighted models used in mobility and automation platforms; evaluation of airline, travel, and loyalty-program software; assessment of enterprise cloud and API systems; and review of project-performance and contract-delivery disputes in complex software implementations. His opinions combine technical depth with clear, factual explanation of how software and AI systems operate for attorneys, judges, and juries.

Tony Mason has 42 years of experience in Software Development, mostly consulting with companies to find novel and useful ways to build new or improve existing products. He has extensive experience in providing "knowledge transfer" activities, such as clearly written documents and focused education. 

Consulting Services - Mr. Mason provides software development in Computer Operating Systems environments ("kernel development") including UNIX, Linux, and Windows, with an emphasis on storage technologies, particularly file systems. 

Typical customers are usually clients interested in developing products requiring specialized operating systems functionality and/or understanding. Mr. Mason's usual involvement to achieve the client's goals in a reasonable period of time include:

• Constructing Software Architecture
• Constructing a Corresponding Design
• Constructing a Focused Development Plan 

Mr.  Mason has worked with multiple operating systems including Microsoft Windows, UNIX, and Linux. He is the author of two books, including, Windows NT Device Driver Development, several peer-reviewed papers, and numerous non-peer-reviewed publications. 

Mr. Mason is the primary inventor on 12 patents:

View Mr. Tony Mason's Expert Witness Profile.

Dr. Ghjassan Hamarneh's professional experience extends over 20 years. He obtained his Ph.D. from Chalmers Univ. of Tech. in 2001, was a Post-doc fellow at the Hospital for Sick Children in Toronto, and at the Dept. Med. Biophysics at the Univ. of Toronto. Since 2003, he has been on the Computing Sciences faculty at Simon Fraser University. 

Dr. Hamarneh's research area is Medical Image Analysis (MIA) (computer vision and 3D image processing for biomedical imaging applications). He is a leader on a large number of technical projects in collaboration with local and int'l health centers. He is a Senior Member of the Institute of Electrical and Electronics Engineers and a Senior Member of the Association for Computing Machinery. 

Under Dr. Hamarneh's leadership, members of his group won several awards (e.g. 6 best papers), recognitions, and media coverage. His group secured funding from NSERC, CIHR, MSFHR, MITACS, NIH, and the Qatar Foundation. Furthermore, he played a leading role in the organization of major workshops: Two highly successful workshop at the Banff International Research Station on "Math. Methods for Medical Image Analysis" and "Geometry for Anatomy", as well as the first MICCAI workshop on functional medical image analysis.

Dr. Hamarneh has over 200 scientific publications in high impact journals and peer-reviewed conferences, 7 book chapters, and several software contributions with tens of thousands of downloads, e.g. TurtleSeg, MATITK, N-SIFT, I-DO, and VascuSynth. He has given many invited talks at top universities and companies. He is an Associate Editor of IEEE TM. He has been on the editorial board of JIVC; a reviewer for int'l high impact journals: J MedIA, IEEE TMI, PAMI, TBME, SIAM Imaging Science, NeuroImage, etc. He served on the program and review committees of many int'l conferences/workshops: MICCAI, CVPR, ICCV, IPMI, MMBIA, ISBI, etc. 

Dr. Hamarneh is the co-founder/director of the Medical Image Analysis Lab at SFU, a founding member of the IEEE Engineering in Medicine and Biology Chapter - Vancouver Section, Rehabilitation Aimed at Muscle Performance (RAMP), and the SFU Centre for Disability Independence Research and Education (CDIRE). He is a member of the Int'l Society on Medical Image Computing and Computer Assisted Intervention (MICCAI) and the Vancouver Brain Research Centre, a NeuroDevNet Network Investigator, and a Faculty/Mentor in the Canadian Institute of Health Research (CIHR) Bioinformatics Training Program.

Dr. Chris Draper, PE, PhD, is a renowned leader and innovator with a unique focus on safe and effective Artificial intelligence (AI) Augmented Systems and their impact on privacy, security, and operational appropriateness. A licensed Professional Engineer (P.E.) and certified mediator, he combines technical expertise with a deep understanding of legal and policy frameworks.

Dr. Draper is an operations focused technologist who delivers strategic transformations designed to improve the safety of human-dependent technology systems. With leadership experience across industries such as aerospace, automotive, real estate, renewable energy, and green finance, I have delivered results for organizations ranging from small nonprofit to Fortune 500 companies.

Consulting Services:

• Economic Development analysis and programming
• Startup Development
• Prioritize opportunities based on risk, duration, and reward
• Architect, coach, and manage teams through implementation; and provides strategic framing and regulatory support for non-traditional technologies 
• Business process transformation and AI augmentation
• Land Use Restriction Agreements (LURAs) and sustainability trading

Background Experience - Dr. Draper serves as a former or fractional expert in the roles of CTO, CEO, and COO in industries ranging from aerospace to renewable fuels, individualized education to property management. He also serves as a Visiting Scholar at Indiana University’s Ostrom Workshop, where he contributes to the Human Impact Unit Standards Working Group and Blockchain Governance Initiative; as a Fellow at the National Center for Technology and Dispute Resolution, focusing on privacy, data protection, and conflict resolution in digital ecosystems.

Dr. Draper has authored numerous publications in leading journals and conferences, addressing the legal and ethical challenges posed by AI, online dispute resolution, and data governance. His works, such as "Informational Sovereignty: A New Framework for AI Regulation" and "Ethical Technology Risk: Identifying Reasonable Data Protection for ODR", have shaped discourse in AI law and policy globally. His contributions to Thomson Reuters' Leading Legal Disruption, multiple articles within the International Journal on Online Dispute Resolution, and the chapter "Online Dispute Resolution Data Security" in Online Dispute Resolution - Theory and Practice, Second Edition reflect his commitment to advancing legal scholarship in the age of AI. He has also authored multiple chapters in the upcoming books The Environmental Knowledge Commons: Cases and Lessons for Knowledge Sharing by Cambridge University Press and Governing Artificial Intelligence being published by Brill in early 2025. This “Safe AI Basics” handbook is the training material required for SafetAI Board Member qualification, with content based upon the upcoming “Governing Artificial Intelligence” due out in Q2 2025 by Brill.

View Dr. Chris Draper's Expert Witness Profile.

eForensics.com uncovers Cyber Threats with a focus on the human element and& has reshaped Digital Systems Security by integrating Artificial Intelligence to engineer rapid incident responses.

Consulting Service Areas:

Larry Leibrock, PhD, in his role as a Cyber Security Analyst at eForensics.com, leverages his expertise in digital forensics and NSA-IAM to develop cutting-edge strategies that mitigate cyber threats and bolster security posture. He collaborates closely with cross-functional teams with enhanced threat intelligence analysis and incident response capabilities. Through strategic innovation, he continuously fortifies defenses against the ever-evolving landscape of cybersecurity challenges.

Dr. Leibrock is a member of the Department of Defense Software Engineering Institute and a participant in the Air Force Software Technology Conference. He has experience in enterprise systems, offensive/defensive systems security measures, systems audits, and IT deployment projects in global systems, governmental and corporate settings. He holds industry certifications in forensics, systems performance, computer security, security engineering, steganography/watermarking detection, IT project solutions deployments and IT cost/value assessments.

Dr. Leibrock has formerly served as a senior lecturer, Associate Dean, and the Chief Technology Officer for the University of Texas Graduate School of Business and College of Business Administration. He has taught courses in Forensics, Digital Evidence, Computer Security and IT systems and the undergraduate, graduate and Law School level. Larry is a member of American College of Forensics Examiners, IEEE, ACM, Internet Society, and USENIX/SAGE.

View Dr. Larry Leibrock's Expert Witness Profile.

Discovery Engineering is a private Engineering Firm based in Boulder, Colorado, performing investigations into Electrical, Electronic, and Communications Systems.  Discovery Engineering also works with management to analyze risk, improve quality, and understand variability processes.  Clients include industrial, commercial, research, legal, government, and private entities.

Mark McFarland, PE, Founder & CEO, is an Licensed Engineer and Statistician with over 25 years of extensive education and experience in applied statistics, statistical learning, artificial intelligence, electrical engineering, and communications. His practical experience includes the design, analysis, and testing of satellite, cellular, LTE, Internet, wireless, Wi-Fi, RADAR, networks, data communications, communication protocols, standards, public safety communications systems, GPS, instrumentation, and control systems. 

Mr. McFarland understands variability is crucial to improving and controlling processes.  He brings scholarship and practical experience in Statistics and Applied Research to help clients understand variability and improve outcomes.

Applied Research and Analytics Consulting Services:

View Mark McFarland's Expert Witness Profile.

Biernath Consulting helps small to midsized companies envision how AI and other advanced science & technology can help grow their business. He helps them create and implement innovative solutions to achieve success.

Rolf Biernath, PhD in Chemical Engineering, has over 30 years in the Chemicals and Electronics Industries with a concentration on AI advanced technology new product development. He developed new products and product lines at 3M for 31 years in senior technical roles. His 58 issued US patents span a broad range of scientific and engineering disciplines. 

Rolf has a strong drive to find the simplest and most effective solutions that meet customer needs and business objectives. His broad technical background and his resourceful ability to learn new fields quickly make him an ideal partner to help turn product's into fully realized new products and services. If it can be done, he'll find the way. If not, he'll tell you why, and let you know what advances might enable it in the future.

Rolf also works with VC and Angel Investors to assess a startup's new technology odds of technical and business success. He is known for his ability to break down complex technical problems and find the critical aspects that will make or break a new product. This helps investors ensure that financial investments are used to target the highest risks first, thereby reducing the money and time wasted chasing after products that may likely never see the light of day.

Consultant Specialties:

Background Experience - Dr. Biernath has 58 Issued US Patents on New Products, including:

• Industrial Adhesives and Tapes – 3D printing materials, development, automation, and tape application processes
• Electronic Displays and optical display films, outdoor digital displays, backlights, LED color mixing
• Electronic Materials, epoxy thermoset adhesives, application process, elastomeric, high speed electronic connectors
• Signage, retroreflective signage, license plate recognition, ADAS, Human Invisible, Machine-Readable Coding System
• IoT and IIoT, Automatic and predictive selection and replacement of controllers, novel low-cost oil-detection sensor
• Microreplication, microfluidics, textured adhesives and processes

View Dr. Rolf Biernath's Expert Witness Profile.

Gina von Esmarch, CMO, Adesso Associates CEO / Founder, is a seasoned Marketing Executive with over 25 years of experience developing strategic and impactful B2B marketing initiatives. She has extensive experience in digital transformation, customer programs / retention, brand, content, and shaping corporate narratives for disruptive and innovative brands in the B2B Tech Space.

In her role as CMO, Gina has developed programs for such clients as Mercedes-AMG Petronas Motorsport, PlayStation, NetApp, Socialtext, Ingenico, Fathom Online, Oracle BMW Racing & Moet Cup (2003), and AmericaOne (2000). She has recruited and led teams in countries around the world.

Gina has been engaged to collaborate across teams and regions to align offerings and create revenue. She builds and manages marketing teams to establish market leadership, brand awareness, and differentiation. She excels at leveraging social media to engage with influencers through clear and transparent communications.

Gina successfully develops effective Go-To-Market (GTM) strategies and launches bottom-line impact programs through targeted integrated marketing initiatives. She is an expert at establishing and scaling strategic company positioning amongst third party influencers to build market/product perception, creating strong multi-faceted thought leadership initiatives, crafting large-scale media, analyst, brand awareness, rebranding, and launch campaigns. Gina excels at delivering best-in-class Analyst Relations and Voice of Customer programs with Impact Metrics. With an exceptional mix of analytical skills and business acumen, she drives business decisions in marketing and sales. 

The Know Show - Interview with Gina von Esmarch on Voice of Customer

Business Consulting Expertise: