Data Analytics Expert Witnesses
Start Data Analytics Expert Search
Data analytics expert witness candidates typically have an advanced degree, with a background and expertise in computer science, statistical analysis, mathematics, software engineering, and/or data science. Cahn Litigation Services is frequently called upon by law firm clients to locate expert witnesses that can support matters involving data analytics.
Whereas a data analysis focuses on understanding the past; data analytics focuses on why things occurred and predicting what will happen in the future. Insights from data analysis are used to guide decision making, and tie into the emerging fields of machine learning, big data, and data mining. Areas that benefit from data analytics include: marketing optimization, web analytics/SEO, people/workforce analytics, financial institutions risk analytics, and security analytics, as examples.
Data analytics matters that require expert witness services typically involve intellectual property, criminal activity, fraud, or cyber security.
Litigation support by a data analytics expert witness could include digital forensic work, an expert report, expert opinion, and expert testimony in court. An expert witness needs to not only have expertise in the subject, an expert witness in data analytics must possess the ability to explain digital evidence to a juror. In addition, clients may seek an industry expert for pre-litigation consulting work.
Cahn Litigation Services has completed numerous searches for an expert witness in the data analytics area, providing candidates for each case to the specifications provided by the attorney in charge. Whether it be for a matter concerning statistical sampling, computer forensics, or banking, Cahn Litigation Services has the experience required to turn the expert witness search around quickly. We provide the right balance of expertise and testimony, finding the perfect expert for the project at hand.
Related Disciplines
Data Analytics Expert Witness - Representative Bios
Please Note: All Cahn Litigation expert witness searches are customized to attorneys' precise specifications and preferences. Attorneys are encouraged to discuss search parameters with a Cahn search specialist.
The below expert witness bios represent a small fraction of those Data Analytics experts known by Cahn Litigation Services. These bios are provided to give lawyers a sense of the Data Analytics landscape.
Expert Witness #208783
This expert holds a Ph.D. in Information Studies. This expert has a very deep understanding of search and IR systems. This expert has extensive prior litigation experience as a testifier and written over a dozen (non)-infringement reports, including some for search engine companies.
This expert is a consultant specializing in software research and development focusing on search systems, information analytics, user experience design, semantic and knowledge management technologies as well as intellectual property analysis. This expert specializes in:
- The Semantic Web- Information Seeking and Web Use- Information Retrieval and Web Search- Collaborative Filtering (Recommender Systems)- Knowledge Management Systems- Knowledge Discovery in Databases (including Data Mining)- Human Computer Interaction (HCI)- Informetrics, Analytics and Behavioral Log Analysis- Computer Supported Collaborative Work (CSCW)This expert has also performed an exploratory study investigating the purchasing of sponsored search advertising for a major university's academic department. The ad campaign used Google's AdWord service with the goal of increasing awareness of the academic department and encouraging potential graduate admissions or admissions inquiries. A behavioral model of information seeking is suggested that could be applied for selecting appropriate types of online advertising for awareness and other advertising goals.
This expert was a professor in the School of Information at a University where teaching and research focused on designing Web information architectures, information systems analysis, Information Retrieval, the Semantic Web and Knowledge Management Systems. This expert is formerly the Director of Advanced Development at a company that specialized in personalized information retrieval applications. This expert is also an author of many research publications. This expert received a doctorate focusing on Knowledge Discovery (Data Mining) for Informetric and Behavioral Models of Web Use.
In the nascent days of the World Wide Web, this expert was a Lead Technical Architect, working on a Multimedia Encyclopedia and other large-scale information architecture, system architecture and development projects. This expert worked as a Methodologist designing CASE tools for client-server applications as well as doing usability, hypertext and multimedia development research. This expert also worked on a number of commercial software applications.
Start Data Analytics Expert SearchExpert Witness #214489
This expert is the President and Founder of a preeminent real time trading technologies company. This expert's firm specializes in fast-moving "real-time" financial markets and performing calculations related to them. Since its founding, this expert's firm has had many consulting clients globally including several regulatory bodies, major broker-dealers, large and medium sized banks as well as hedge funds. This expert has also been requested as a specialized expert witness in complex court cases involving real time trading systems, derivatives, structured products, hedge funds and risk management. This expert has given three-day seminars on energy markets to some of the leading power companies in the world. This expert has a PhD in Computer Science and is very well suited to explaining complex software and mathematical issues to lay people.
Among this expert's software products are:
- A real time prediction engine. The Server Program retrieves market data and, in real time, issues predictions to the Client Application(s).
- An iPhone application developed in conjunction with an Options Exchange to be used to retrieve real time options information, calculate and display theoretical prices and hedging parameters.
This expert was a lecturer Master of Science in Financial Mathematics program, Mathematics Department, and has taught numerous courses, seminars, lectures, and talks at various banks, regulatory bodies, and professional seminars around the world on a variety of topics. These presentations are known for combining cutting edge analytics with real world applications and intuitive examples with minimal math. This expert earned a B.Sc. in Mathematics and Computer Science, an M.Sc. in Computer Science and a Ph.D. in Computer Science. This expert completed a post-doctoral fellowship at the Computer Science Department.
This expert is frequently interviewed by the press from around the world.
Start Data Analytics Expert SearchExpert Witness #226048
This expert is a consultant and expert witness to the legal community on matters relating to computing devices, software applications and Internet advertising.
This expert has testified, and is qualified by education, training, experience or occupation, as an expert on matters that include: search engine ranking methods, CPM advertising, click thru rates, key word selection techniques, Google Local or Places, SEM campaigns, click thru conversion rates, affiliate agreements, revenue sharing and tracking analytics, application software with any text to speech or speech to text software, false advertising, breach of employment contracts, Internet advertising, lead generation, affiliate tracking, Internet advertising, measurement data, verification of software use, functionality and conformance with contract development specifications, derivative product rights, best practices with respect to derivative products, conformance to license agreement specifications for software development, use and distribution, and unauthorized use of names.
This expert has served as the expert on several cases where PPC, Adwords, clicks, impressions and search algorithms were an issue. This expert has been engaged approximately 55 times as an expert witness, ~15 times where PPC or PPV analysis was related. This expert has testified by deposition approximately 24 times.
Start Data Analytics Expert SearchExpert Witness #255343
This expert is an Associate Professor of Information Science and an affiliate member of Computer Science at a University. This expert's research interests include studies of interactive information retrieval/seeking, especially those involving social and collaborative aspects. This expert studies social media and data generated by wearable devices as kinds of signals that can help us understand and impact human behaviors. This expert teaches in Information Science and Data Science programs (at undergraduate and graduate levels), and this expert's research falls under and uniquely connects Computer Science, Data Science, and Information Science.
This expert received a PhD in Information Science, an MTech, Computer Science & Engineering, and an MS, Computer Science. This expert has published and talked extensively on topics related to social and collaborative information seeking, interactive information retrieval, and social media. This expert has served as a consultant to an international organization on various Data Science projects involving social and political issues, peacekeeping, climate change, and energy.
This expert is interested in various aspects of information seeking/retrieval, in personal, group, and social contexts. In addition to looking at information being generated and shared in online environments as a part of Information Science, this expert investigates ways to collect and transform data to meaningful information under the broad label of Data Science. This involves Big Data analytics, mobile and sensor-based data collection, and data mining and machine learning techniques. Finally, this expert is interested in investigating how data, information, and knowledge influences people's, organizations', and communities' behaviors as a part of what this expert refers to as Decision Science. This expert tries to keep a balance between studying systems and users, designing algorithms and theories, and building tools and conducting user studies.
Start Data Analytics Expert SearchExpert Witness #261343
This expert is an experienced software engineering lead and architect with many years of experience leading teams in the development of complex systems. This expert has hands on experience from 8-bit embedded realtime systems, to Cray supercomputers, and now on the could computing ecosystem of DevOps, ML, and AI. The systems this expert has delivered include data analytics running daily for customers in the DoD, websites and services for commercial customers, 3D realtime simulations, and top 10 games on the Apple II. This expert's current focus is defining and implementing scalable solutions in support of data science and machine learning teams to transition novel algorithms into daily use.
This expert published a video game for the Apple II, C-64, and Atari 400/800. This expert was lead programmer and architect of a Win95/DirectX FPS game. This expert initially wrote a rendering engine but switched to Direct3D v.3.0 during development. This expert was an application engineer responsible for 3rd party API design and integration of a rendering engine which was custom artistic' rather than a photorealistic rendering engine. This work required considerable study and understanding of the then current state of the art software rendering. The renderer required a full understanding of various rendering pipelines as well as where it would be beneficial either for desired effect or compute performance to modify that pipeline. The render was specifically an alternative to the photo-realistic renders which he studied. The best of these were physically based, ray-tracing renderers.
This expert's understanding of the details of physically based rendering benefited from an undergraduate physics degree. This expert continues to study various rendering techniques as they relate to scientific visualization.
Start Data Analytics Expert SearchExpert Witness #217511
This expert is perhaps best known for a Search Engine Marketing book. This expert's online advertising expertise spans Pay-Per-Click, sponsored links, affiliate marketing, community marketing, re-commerce, Optimization, and web-site construction. And behind it all is the data and analytics to make sense of the Google-dominated advertising world of key words, triggers, campaigns and adgroups. As an expert witness, this expert has provided litigation support in Trademark and Copyright infringement, Online Advertising / Pay-Per-Click, e-Commerce related unfair business practices, and Internet Fraud in venues ranging from Federal District Court to the PTAB. This expert is well-published and well-reviewed, and has had a career in the various aspects of Online Marketing for a many years.
Start Data Analytics Expert SearchExpert Witness #224221
This expert is known internationally as one of the top experts on kinetics of reactions related to loss in food quality, nutrient degradation and pathogen growth and death kinetics.
This expert is also well known for teaching, working with and mentoring Ph.D. students, post-docs and visiting scientists. This expert has helped over many mentees gain faculty positions around the world, most of whom are doing research on reaction kinetics.
This expert is the author or co-author of over 280 scientific refereed research articles, 18 textbooks, 78 book chapters, eight patents and more than 100 other semi-technical articles. This expert has 14 refereed research papers, books or chapters and reviews that have been cited more than 200 times in other research papers or books, two at over 600 times and six others between 300-400 times, another five between 200-300 times and 30 more between 100-200. This expert’s research group has published an average of 10 research papers a year, including work in the Journal of Food Science, Journal of Agricultural and Food Chemistry, Journal of Analytical Chemistry, Chemical Sciences, Analyst, Journal of the Royal Chemical Society, Journal of Raman Spectroscopy, Food Chemistry, Journal of Food Protection and Critical Reviews in Food Science and Nutrition.
This expert’s research has been supported by grants from the Department of Homeland Security, the US Center of Excellence, as well as grants from the USDA National Institute of Food and Agriculture. Additionally, this expert has received grants from the American Egg Board, Almond Board, Dairy Research Inc., and the Beef Council.
This expert’s Areas of Research include
Water activity
Food stability
Food safety
Shelf life testing
Shelf life dating
RFID tags
Time-Temperature Integrator Tags
Food labeling
Contaminants in food
Bioterrorism
Food law
Glass Transition Phenomena
In addition to academic work and research, this expert serves as Chief Scientist at a company that makes smart sensors used to monitor temperature or both temperature and freshness. The company’s patent and copyright intellectual property portfolio centers around radio frequency sensor identification devices, labels, tags and liners, radio frequency data capture software, cloud services and analytics. The IP also includes systems, software and methods for using the above tools for managing perishables in the cold chain and for tracking wear-and-tear of non-perishable items throughout their life or warranty period.
This expert has prior patent litigation experience and has been deposed and testified before a jury. Additionally, this expert has served as an expert for litigation in a case involving Time-Temperature Integrator (TTI) shelf life tags.
Start Data Analytics Expert SearchExpert Witness #226326
This data analytics expert is an experienced expert witness and litigation consultant in cases involving cookies and tracking pixels, with experience analyzing and clearly explaining complex web technologies.
This expert can explain how tracking mechanisms, such as cookies, embedded scripts, and pixels, collect and transmit user data, and can distinguish between different types of tracking, including first-party and third-party tracking. Technical work by this expert includes reviewing website code, monitoring network traffic, and identifying when and how user data is shared with external systems. This expert can assess whether tracking practices align with disclosures or consent requirements and present evidence-backed conclusions.
Start Data Analytics Expert SearchExpert Witness #238606
This algorithmic curation expert holds a PhD and is an internationally recognized scholar in AI, machine learning, personalization, and recommender systems, with over 180 papers published on these and related topics. This expert has served as editor-in-chief of a prominent professional journal focused on management information systems and regularly participates in organizing and program committees for leading data science, personalization, recommender systems, data mining, and information systems conferences, including leadership roles with prominent conferences in recommender systems and data mining.
This expert has also served as an advisor to several technology companies, including board advisory roles for companies in areas such as analytics, software, online trust, education technology, and related technology markets.
Start Data Analytics Expert SearchExpert Witness #260242
This streaming data analytics expert holds a PhD in Computer Science and Engineering, with doctoral research in machine learning from a well-regarded university, and has over 20 years of industry and academic experience involving UX and UI design, mobile application development, streaming platforms, and data analytics. This expert has also worked on UX considerations for a major television platform and led a government-funded machine learning research program at a public university.
This expert is an experienced testifying expert with a focus on data science, streaming platforms, and digital forensics. This expert can analyze streaming data, explain how recommendation algorithms work, and discuss metrics used in streaming. This expert can also critique damages models and reconstruct marketing timelines against release schedules. This expert does not testify on music industry norms, standard label practices, or the legal interpretation of recording contracts, focusing instead on technical and quantitative issues.
This expert has filed expert reports and testified in deposition and at trial. This expert has provided opinions in matters involving major technology companies, digital platforms, hardware companies, and related businesses.
Start Data Analytics Expert SearchExpert Witness #272735
This GPS location expert is a P.E. and D.F.E. forensic engineer specializing in wireless and telecommunication engineering, cellular evidence mapping and analysis, and applied research. This expert is well regarded in the geolocation field, with an investigation and analytics focus supported by an academic approach.
This expert has worked on numerous civil and criminal cases involving GPS and cellular data, and has mapped GPS data from rideshare apps, location-history data, ski-tracker apps, bicycle computers, cellular carriers, and other sources. This expert has authored several expert reports that included maps and analysis of information provided by various GPS receivers.
This expert is an Electrical Engineer with multiple master's degrees and over 25 years of experience in research, design, analysis, and measurement of cellular, GPS, 3G-5G, LTE, public safety communications systems, satellite, Internet, wireless, RF, Wi-Fi, radar, networks, data communications, communications protocols and standards, instrumentation, and control systems.
This expert is an experienced expert witness and litigation consultant.
Start Data Analytics Expert SearchExpert Witness #275179
This usual, customary, and reasonable (UCR) expert holds an MBA and has founded and led a well-known healthcare consultancy providing healthcare consulting, auditing, and forensic services. The consultancy's services include reviews of coding practices, policies and procedures, medical record documentation, and general administrative procedures. This expert began in intensive care nursing and transitioned into auditing for risk and compliance. The healthcare consulting practice includes general medical data audit support services, predictive data analytics, data assessments and strategy support, internal control audits, compliance, risk, and vulnerability assessments.
This expert has an extensive history of expert testimony primarily involving UCR matters. The company this expert founded was originally established over 30 years ago with a focus on UCR matters. Testimony has been provided on behalf of both plaintiffs and defendants, and many medical bills have been reviewed and evaluated using a wide variety of industry resources, including national fee analyzers, medical fee directories, healthcare pricing data, federal healthcare pricing data, and state workers' compensation fee schedules.
This expert is an experienced expert witness and litigation consultant.
Start Data Analytics Expert SearchExpert Witness #278678
This digital forensics expert provides expert witness and strategic consulting services to law firms and corporate clients in computer forensics, investigations, eDiscovery, data analytics, and data privacy/data breach.
This expert has extensive experience with technical investigations, metadata, and document-source analysis, including deposition, reporting, and testimony. Case experience includes theft of trade secrets, spoliation of evidence, internal investigations, employment disputes, government and regulatory inquiries, and fraud.
Start Data Analytics Expert SearchExpert Witness #281397
This expert is a professor and has 30 years of experience in various areas of data analytics, computer vision, and machine learning. This expert has extensively researched and published in the area of data analytics (both theory and applications, including statistical analysis) as well as sensor networks, and machine learning. This expert has worked on a project developing systems and methods for monitoring and optimizing the management of resources in a solar power generation network. This expert has experience on various modality of data (visual, text, audio) and has notably worked on GIS data analysis using various sensory systems (electro-optical, radar, IR, etc.), using different platforms (airborne satellite, and ground-based), with research either focused on data analysis or data fusion for various different applications. This expert has expert witness experience and has been involved in 13 patent matters, including six 6 IPR's.
PAGE
Start Data Analytics Expert SearchExpert Witness #288715
This conjoint survey expert is a full professor of marketing, holds a Ph.D. in economics with concentrations in game theory and econometrics, has specialties in behavioral and experimental economics, and serves in editorial roles for well-regarded academic journals. Teaching over the past over 20 years has focused on predictive analytics, consumer analytics, and business intelligence. This expert has been involved in numerous corporate-student engagements with major technology, food, consumer-products, and food-service companies.
This expert completed post-doctoral work at a prestigious university under a Nobel laureate and worked on applying behavioral economics insights to market design. This expert also spent time at a well-regarded institute abroad and collaborated with, and was trained by, a prominent professor on business applications of learning theory. This expert works on applying behavioral models, experimental methods, data analysis, and economic theory to improve the design of markets, including applications in auctions, supply-chain bargaining, procurement, electronic commerce, sponsored search, and software markets.
Start Data Analytics Expert SearchExpert Witness #299008
This financial industry expert has experience consulting for a federal banking regulator, leading teams that obtained financial data from banking software companies to help manage bank post-closing operations during the 2008 financial crisis.
This expert has a solid background in building and managing security master databases and has worked as a database administrator for several years. Throughout this expert's career, this expert has managed forensic data analytics teams, particularly in litigation support contexts.
This expert formulated business rules and designed an application to identify risk factors in bank data in conjunction with federal banking examiners and investigators. This expert also participated in post-closing activities for a major financial institution, identifying and transferring relevant data from software applications to systems managed by a large consulting firm.
Throughout this expert's career, this expert has performed numerous investigations and provided litigation support for various financial institutions.
Start Data Analytics Expert Search