• Established strategic product development initiatives, including defining product vision and roadmaps in alignment with global strategy. Oversaw team leadership and quality assurance for product engagements. • Drove end - to - end product lifecycle for AI - powered legal analytics and compliance solutions, from ideation to deployment. Benchmarked 30 + legal - review workflows; automated 25 % via AI bots. • Architected multi - agent GenAI platform for automated OSINT intelligence; exceeded timeline expectations by six months. • Designed and built virtual concierge agent incorporating hyper realistic avatars and chats, for hospitality, entertainment and automotive industries. • Integrated geospatial analytics with data streams for environmental and economic forecasting models • Executive committee liaison aligning AI features with global strategy • Led O365 DMS system development incorporating AI / ML with semantic search • Piloted GenAI candidate - screening prototype, cutting recruiter review time 35 % • Led GDPR, PIPEDA and CCPA compliance for AI analytics stack

• Provided litigation and eDiscovery consulting, and managed services of network and computer systems for law offices. • Maintained "white - glove" service level for engagements • Conducted early case assessment by analyzing potential data sources and developing budgeting • Oversaw project management for software implementation, gathering customer feedback throughout the lifecycle to contribute to product improvement iterations. • Rendered infrastructure and application assistance via workflow optimization and structured query language (SQL) scripting, user development, databases maintenance, back - up, and recovery • Led planning and implementation of data migration, defining user requirements and workflows for new system integration, influencing product design. • Outlined and presented structured litigation / eDiscovery workflows • Performed wide array of data processing, which include metadata extraction, de - duplication, De - NISTing filtering, reporting, and loading to the review platform

• Developed and delivered presentations to C - Level customers on product value and strategic fit, gathering insights to inform product development and positioning. • Managed regional go - to - market strategy and execution for litigation software products, collaborating with sales and product teams to ensure successful launches and market penetration. • Equipped a 50 - person sales team with deep product knowledge and value proposition strategies to enhance solution selling and customer adoption. • Served as a Subject Matter Expert (SME) for key legal tech products, gathering direct customer and internal feedback on usability, pain points, and feature requests to inform the product roadmap. • Managed product implementation projects, working closely with customers to understand needs, ensure successful adoption, and identifying opportunities for product enhancements. Senior member regional management team

CEDS