Working within the Artificial Intelligence and Data Analytics Practice, I advise the firm and its clients on the development and use of analytics models that enable insight, data storytelling, and economic value generation. I also serve as lead on issues related to accountable AI, algorithmic testing, and audits, including identifying methods for detecting and mitigating unintended bias in algorithms for industry agnostic and sector-specific investigations. Advise the firm and its clients on AI procurement diligence, AI adoption, AI deployment, and AI monitoring. Conduct compliance forensics on client AI systems and practices, including audits, impact assessments, and benchmarking existing industry practices in the AI and data analytics sector.Develop training materials, policies and controls for internal and external use with goal to standardize AI advisory and educational client services. Leverage advanced data forensics and analytics for fact elucidation and data interrogation.

Applied data science and data analytics principles and strategies to algorithmic assessment and the legal and ethical implications of the use of data, algorithms, and AI. Team lead on issues related to algorithmic fairness, anti-bias testing, and audits, including identifying methods for detecting and mitigating unintended bias in algorithms for industry agnostic and sector-specific investigations. Advised the firm and its clients on AI procurement diligence, AI adoption, AI deployment, AI monitoring, and the development and use of analytics models that enable insight, data storytelling, and economic value generation. Conducted compliance forensics on client AI systems and practices, including audits, impact assessments, and bench-marking existing industry practices in the AI and data analytics sector.Worked closely with the firm’s subsidiary, Tritura Information Governance LLC, a provider of state of the art eDiscovery technology and services, to leverage advanced data forensics and analytics for fact elucidation and data interrogation. Member of AI-X, Faegre Drinker’s AI and automated decision-making team.

Attorney in the Information Governance and eDiscovery Group, a cutting-edge, tech savvy group founded to help management, executives, and in-house counsel, respond to the growing legal and risk management aspects related to all forms of electronically stored information. Work closely with the firm’s subsidiary, Tritura Information Governance LLC, a provider of state of the art ediscovery technology and services. Primary focus is on electronic discovery, information governance laws and requirements, legal analytics, investigations, and the Internet of Things.

● Execution of successful information governance policy supportive of the NLRB's goals and objectives, including the Capstone initiative; creation and implementation of litigation hold system; managing electronic data; data preservation; data lifecycle management; and records systems.● Provide technical and legal expertise to the NLRB's litigation arms on the most appropriate strategies, processes and tools related to case processing; digital investigations; evidence; eDiscovery; and the identification, production and management of ESI.● Head of the Working Group for Digital Investigations and responsible for developing recommendations, procedures, policies, best practices, and educational guidance for the analysis of digital information and data generated by mobile devices, social media and other digital items.● Respond to external inquiries including Congressional inquiries via the the Office of Congressional and Public Affairs and FOIA requests via the FOIA Branch. Provide defensive legal strategy and gather electronic records in response to external inquiries.● Prepare legal and technical arguments for administrative proceedings and matters in federal courts. ● Identify, collect, produce, preserve, and manage Agency data including culling, de-duping, redactions and quality control checks.● Advise NLRB professionals in the determination and use of the most appropriate strategies and tools to facilitate efficient case processing and other internal processes relating to the exchange, collection and processing of ESI.● Manage and deploy software toolset, including Relativity, Office 365/SharePoint, and Maltego. Provide training. Microsoft Access database creation and query design. ● Project management of litigation and review teams.● Advise on negotiation, selection, and management of contracts for eDiscovery tools, software, vendors, and service providers.● Provide oral presentations, briefings, and orientations.

● Managed electronic discovery (eDiscovery) processes, procedures, and protocols, including strategic planning, direction and litigation support to ensure alignment of processes and effective execution of projects. Developed and implemented workflows pursuant to EDRM best practices. ● Performed document collection and preservation and managed litigation discovery process. Reviewed documents for relevance, privilege and confidentiality. Assisted with culling, de-duping and targeted searching of ESI. Performed redactions and quality control checks. ● In multiple cases, created raw images of source evidence with FTK Imager (generating MD5/SHA1 hashes) and write-block source evidence to prevent changes. Verify integrity of images and files by comparing hashes for proper chain of custody.● Administered LexisNexis Concordance database, including creation, configuration, and maintenance. Created load files. Managed Imagebase.● Managed implementations of multiple eDiscovery tools to include LexisNexis (Concordance, CaseMap, TimeMap), AccessData Forensic Tools (Forensic Toolkit, FTK Imager), WinHex, X1 (Search, Social Discovery), Adobe Acrobat, and high-speed scanners. Trained and coached attorneys and support staff in proper use.● Spearheaded eDiscovery elements of meet and confer conferences. Advised on eDiscovery portions of discovery requests and responses.● Identified, developed, and implemented improvements to information governance policies and procedures pertaining to eDiscovery, data privacy/protection, record retention, disaster recovery, HIPAA, data security, and employment for transparent, consistent, repeatable, and defensible results.● Negotiated software/technology licensing agreements. Oversaw contract and budgeting on per matter or annual basis.

Provide clients with practical guidance, counseling, and representation in litigation, investigations, and transactions. Prepare various pleadings, discovery requests, motions and briefs. Perform legal and factual research across varying state and federal jurisdictions. Conduct factual investigations. Interview witnesses. Prepare protective orders. Review contracts and agreements to ensure conformity with negotiated terms. Proactively counsel clients to adopt and follow policies, practices, and procedures that reduce risk exposure. Assist clients with developing appropriate policies and procedures to ensure compliance with applicable law and regulations. Review documents, policies, and procedures for compliance with healthcare information privacy regulations, including HIPAA and HITECH. Counsel clients on compliance with legal holds, preservation, preparation, collection, and production of electronically-stored information. Formulate protocols for the discovery and production of electronically-stored information tailored to each client. Attend nursing home discovery program meetings at the Complex Litigation Center of the Philadelphia County Court of Common Pleas. Maintain nursing home discovery program website and update HTML coding as needed. Redesign and manage law firm website.

Drafted pre-argument summaries and summarized opinions for Judge Klein. Performed legal and factual research on matters before the Pennsylvania Superior Court. Reviewed and analyzed appellate briefs and trial court records. Utilized the Pennsylvania Appellate Court Case Management System (PACMS) to docket relevant case information, circulate court opinions and generate court orders.

Reviewed and analyzed contract language. Drafted certificate language, recommendations, and proposals. Performed extensive data, risk and cost analysis. Extensive client contact.

Reviewed and analyzed contract language. Drafted certificate language, recommendations, and proposals. Performed extensive data, risk and cost analysis. Extensive client contact.