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

Bruce Weiner has worked in technology, product development, and software engineering since 1988, applying industry-standard design, testing, and post-deployment evaluation methods to determine whether technology products and features achieve their stated objectives.

Through Weiner.net LLC, he has been retained in 30+ matters since 2011 across U.S. District Courts, PTAB, state courts, arbitration, and administrative proceedings — retained by both plaintiff and defense counsel. 10+ depositions, with live testimony experience. Expert declarations cited by name in Federal Circuit opinion, 986 F.3d 1367.

Representative matters span gig-economy platform governance, airline and loyalty-program technology, e-commerce and affiliate systems, banking software, AI governance and AI-weighted model evaluation, source code / technical analysis, SDLC/PDLC governance, and billing substantiation. Opinions are anchored to ISO/IEC 12207, ISO/IEC 25010, IEEE 730, ISO/IEC 42001, and the NIST AI Risk Management Framework.

Beyond litigation, he is an at-the-table technical advisor in labor negotiations, including CBA development under NMB mediation.

Since 2012, progressive technology leadership roles at a large financial services institution, most recently Vice President and Chief Product Owner. Princeton BSE, Magna Cum Laude. ACM and IEEE member. Named inventor, U.S. Patent 7,203,734. A-CSPO, CAL 1. Federal Top Secret Security Clearance — DCSA Tier 5 (Active).

Tony Mason, PhD, is a computer systems researcher, architect, and hands-on technical consultant with nearly four decades of experience solving difficult software and systems problems.

He works with organizations facing technically consequential questions where the right answer is not yet clear: evaluating an architecture, investigating performance or failure behavior, assessing a technical claim, exploring an unfamiliar design space, or determining whether a proposed system can actually work.

Engagements range from focused architecture and technical-diligence reviews to hands-on investigation, modeling, simulation, prototyping, and implementation. The objective is not simply to recommend a direction, but to develop enough evidence to understand why that direction is justified.

Dr. Mason's background includes operating systems, storage and file systems, distributed systems, cloud and I/O architecture, formal modeling, and AI/LLM systems. He spent 22 years designing Windows file-system and kernel software for more than 160 technology companies and previously worked on distributed systems at Stanford and Transarc. He holds a 2025 PhD in Computer Science from UBC, is the primary inventor on 12 issued U.S. patents, and co-authored lex & yacc and Windows NT Device Driver Development.

Current work includes AI reliability and governance, systems simulation, storage and I/O architecture, and research prototypes for emerging computing systems.

Dr. Mason's patents include:

View Dr. 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.

Braden M. Perry is a nationally recognized White-Collar Defense Attorney and complex litigator with a reputation for navigating clients through their most challenging legal crises. A former senior trial attorney with the U.S. Commodity Futures Trading Commission (CFTC), Mr. Perry led major investigations and prosecutions involving market manipulation, financial fraud, and regulatory violations. His government experience gives him unique insight into enforcement strategy and prosecutorial decision-making, which he leverages to defend clients facing federal and state investigations, enforcement actions, and criminal charges.

Practice Areas:

• White-Collar Defense & Government Investigations
• Regulatory Compliance & Enforcement
• Anti-Money Laundering & BSA/AML
• Securities, Commodities & Financial Markets
• Internal Investigations & Corporate Compliance Programs

As Co-Founder and Partner at Kennyhertz Perry, Mr. Perry represents individuals and companies in internal investigations, regulatory inquiries, and high-stakes litigation. He handles matters involving securities fraud, commodities and derivatives enforcement, anti-money laundering, FCPA violations, antitrust, and emerging areas such as cryptocurrency and digital asset enforcement. He has first-chaired trials in federal and state courts, defending clients against complex criminal and civil allegations with strategic precision and a deep understanding of agency priorities.

Mr. Perry serves on the Criminal Justice Act panels for the Southern District of Georgia, the District of Kansas, and the Western District of Missouri, representing indigent defendants in federal criminal cases, and has been recognized by Super Lawyers and Best Lawyers in America for his excellence in white-collar defense. Prior to founding Kennyhertz Perry, he was Chief Compliance Officer and Senior Vice President at a global financial services firm, overseeing broker-dealer, RIA, and alternative investment compliance.

View Braden M. Perry'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.

Galal Homouda is a Strategic Communication and Digital Media Expert with more than 15 years of professional experience in public relations, digital publishing, media management, content strategy, and AI-driven communication. He specializes in helping organizations improve audience engagement, digital presence, and communication effectiveness through data-driven strategies. His work also focuses on emerging trends in digital journalism, digital content ecosystems, and media innovation.

Ideal Client Engagement - Media organizations, digital publishers, government agencies, academic institutions, NGOs, and private-sector companies seeking expert guidance in strategic communication, digital transformation, public relations, and AI integration. Organizations that require evidence-based recommendations, expert analysis, and practical solutions to communication challenges.

Typical engagements may involve media strategy development, digital visibility optimization, public opinion analysis, content ecosystem design, and communication audits. He particularly values long-term advisory relationships that support sustainable organizational growth and innovation.

Business Consultant Expertise:

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: