Santa Clara, California, United States
Making the transition from building the technology to defining what we build and why. Seasoned Data Science and Machine Learning expert with over 15 years of experience in developing and implementing innovative AI-driven solutions across diverse industries. Proven track record of leading cross-functional teams to deliver high-impact projects, from data engineering and predictive analytics to generative AI and large language models. Passionate about leveraging cutting-edge technologies to solve complex business problems, with a strong focus on driving data-driven decision-making and optimizing operational efficiency. Latest Skills Box: - Vibe Coding with VS Code, Replit, and Cursor - Airtable - LLM Design Patterns Core Expertise: - Data Science & Machine Learning - Artificial Intelligence (LLM, TensorFlow, PyTorch) & Generative AI - Big Data Analytics & Visualization - Cloud Computing (AWS, GCP, Azure) - Data Engineering & ETL Processes - Statistical Modeling & Predictive Analytics - Programming (Python, Java, SQL) - Data Governance & Quality Management - Business Intelligence & Data Strategy - Agile Project Management & Scrum Methodologies
Mind bending books and Frameworks: - "The Culture Code" - "Deep Learning with Python, Third Edition" - explore deep learning - "LLM Design Patterns" - for the architect, the developer - "AI-Assisted Programming" - for the developer - "Algorithms to Live By" - for the system thinker, anyone - "The Master Algorithm" - for the visionary - "The Art of Impossible" - "Advanced Algorithms and Data Structures" by Marcello La Rocca - "Genesis" - "The One Thing" leadership and inspirational 30 Minute module for starting professionals - "Principals of Success" in your social settings. - The power of the "Policy/Objective Matrix" in organizations. - "Learn UML" - "Design Patterns" Why computer design patterns. What I do? I design and implement automated data pipelines that prevent problems before they arise and empower smarter decision-making. By leveraging GenAI, I build self-updating dashboards, create real-time alert systems for stakeholders, and deliver executive-level presentations with actionable insights and clear ROI projections. Prezent Energy, Santa Clara, CA Interim COO/Co-CEO Charging-as-a-Service business development • Establish strategic deliverables to market ColloquyAI, Santa Clara, CA AI/ML Engineering / Product Manager | November 2024 – Present EdTech startup developing AI-powered learning content platforms • Prompt engineering, AgenAI FCCC via Kapital Partners, Remote Senior Data Platform Product Manager | September 2024 – November 2024 • Led data integration product strategy for executive dashboard platform connecting Power BI, Tableau, and Salesforce data sources • Managed cross-functional data engineering teams developing generative AI analytics data pipeline architecture • Designed technical product specifications for policy/objective matrix data modeling supporting enterprise analytics platforms • Delivered data engineering roadmap presentations to C-suite on AI data pipeline implementation and architecture strategy
• Led technical evaluation and roadmap development for data infrastructure and self-service analytics data pipeline tools • Drove data migration pipeline product development using Databricks, SQL, Python, and Alteryx ETL optimization • Collaborated with DPaaS teams on customer engagement data pipeline architecture delivering predictive analytics capabilities • Managed data support for the B2B team across Product Usage, Provisioning, and Delegation, enabling insights into the adoption of new solutions, measurement of success metrics, and improved customer engagement. • Data-Driven Operating Model: Led the design and SDLC JIRA implementation, integrating 23 teams into the program management framework. Standardized data structures, dashboards, KPIs, tools, and processes, achieving 90% alignment across 2,000+ members. • Executive Insights: Developed executive-level dashboards using Tableau and Power BI for senior leaders and CTO, providing actionable insights on KPIs, Execution Insights, Dependencies velocity metrics. • Analyst: Expert in SQL, Tableau, and Power BI for data analysis and visualizations, driving data-based decisions to improve project efficiency and time-to-market.
• Established data governance pipeline product strategy for Silicon Valley Bank using Collibra data platform architecture • Led biometrics data processing pipeline for JetBlue Airlines achieving 3% customer satisfaction improvement through Azure COSMOS optimization • Managed technical data engineering architecture for Wyndham Hotel loyalty platform, optimizing Informatica ETL pipeline scheduling • Drove data profiling engine product development processing 10,000+ daily transactions with real-time analytics capabilities
Risk Control Self-Assessment and Controls · Maintained framework for application control assessment and risk levels · Assist in assessments through execution and ensure that all aspects of the assessment lifecycle are performed (planning, controls testing and action plan reporting) · Maintain understanding of break management, remedies and control requirements pertaining to IT Risk Central · Responsible for working with SMEs to elicit and clearly document business and systems requirements, based on feedback and control procedures. · Responsible for data analysis, data profiling and data sourcing. · Develop thorough understanding of data definitions, domain values, data relationships, business rules, sources and data integration between LOB. · Develop business requirements into ETL design specifications. · Write and maintain ETL mapping specifications for development team. · Assess business process and system inefficiencies to develop business change management strategy. · Provide support in communicating process update changes. · Negotiate needs and expectations of multiple stakeholders. · Synthesize business requirements, including recognizing patterns and conceptualizing processes into visual diagrams.