Mark J. Carlebach

Led a 10-person team of on-shore and off-shore data scientists and engineers to incubate new product ideas for a start-up FinTech company.

• Developed an application for detecting invalid standing settlement instructions, enabled by a custom data pipeline, feature engineering pipeline and deep-learning classifiers.
• Developed an application to generate a template capable of re-creating a corpus of semi-diverse documents, enabled by creative use of ML and NLP techniques (e.g., agglomerative clustering, Myers-differencing, etc.)
• Researched advanced RAG techniques to perform Q-and-A with table-intensive documents, including use of fine-tuned, open-sourced VLMs and multi-modal LLMs
• Flowable

• Technology manager in cloud-based application engineering team supporting BNY Mellon's Data and Analytics Solutions' ESG application
• Focused on customer success, technology operations and production management

• Owned and operated Good Feet retail franchise, opening 4 stores in the Tampa market
• Relied heavily on media to drive business, including heavy use of Google Analytics
• Sold business to corporate franchisor in April, 2018

• Worked extensively with business and technology leaders to enable UnitedHealth Group to provide its technology administrative platform as the foundation for joint ventures with Medica and Harvard Pilgrim
• Defined architecture, conceptual designs, high level requirements, UAT strategy and implementation for $15MM integration effort that included 70+ development teams

• Managed 30+ person, global internal consulting team providing architecture, analysis and testing for large scale, high risk technology implementations
• Projects involved business functions in the compliance, control and operations areas for the firm's Fixed Income and Equities derivatives and shares businesses
• Led integrated architecture and applications development to support Equities Management, Research Sales and Equity Capital Market functions with focus on account reference data, data warehousing, management reporting, CRM, client portal and syndicated deal management
• Built and managed 100+ global development team with users in US, Europe and Asia