A continuously updated record of my certifications and trainings in AI:

DESIGNING AUTONOMOUS AI – University of Washington, via Coursera – September 2025

• Defining and modularizing AI system goals
• Combining reinforcement learning with expert rules and optimization
• Organizing and teaching skills to AI systems
• Producing technical specifications for practical implementation

GEMINI FOR GOOGLE WORKSPACE Career Certificate – Google Cloud, via Coursera – September 2025

• Define generative AI and understand its potential, challenges, and limitations
• Write and refine emails and documents using Gemini in Gmail and Docs
• Create images and backgrounds with Gemini in Slides and Meet
• Build project plans and trackers in Sheets with prompt engineering
• Search, synthesize, and organize content with Gemini in Drive
• Produce engaging video content with Google Vids

AGENTIC AI: A FRAMEWORK FOR PLANNING AND EXECUTION – LinkedIn Learning – July 2025

• Explore how agents can be used pragmatically.
• Understand opportunistic use and how it may open up new scenarios
• Understand how agents can help people in your company who worry about taking on technical debt decide how and what to use and trust.
• Gain an understanding of what is going on in this space, and how it impacts your business.

INTRODUCTION TO AGENTIC AI GOVERNANCE – LinkedIn Learning – July 2025

• Explain how risks have exacerbated from AI to generative AI to agentic AI systems.
• Describe the urgency of governing agentic AI systems.
• Differentiate between governing AI systems and agentic AI Systems.
• Identify the key challenges in governing agentic AI.
• List the core principles and dimensions of agentic AI governance.

ADVANCED AI GOVERNANCE: OPERATIONALIZING AI CONTROLS AND CONTINUOUS MONITORING – LinkedIn Learning – July 2025

• Design and implement effective controls to ensure the security and reliability of AI systems.
• Establish a comprehensive governance framework that is both compliant and adaptable to organizational needs.
• Conduct AI Business impact assessments and integrate AI controls into business processes.
• Effectively apply these strategies within their organization to ensure that AI systems are secure, functional, and adhere to ethical standards throughout their operational life cycle.

CREATING ENGAGING TRAINING WITH MICROSOFT TOOLS AND AI – LinkedIn Learning – July 2025

• Plan projects, analyze needs, and design engaging course content with interactive activities.
• Create branded presentation templates, visuals, screenshots, and screencast videos.
• Use practice feedback and gamification to boost engagement.
• Prepare for virtual and in-person delivery, using strategies to engage audiences and manage presentations.
• Assess training effectiveness and plan improvements.

DEEPFAKES DECODED: NAVIGATING DISINFORMATION IN THE DIGITAL AGE – LinkedIn Learning – July 2025

• Explain the potential harmful uses of manipulated media, including their impact on misinformation, privacy invasion, reputational damage, and social or political manipulation.
• Describe the methodologies, technological tools, and challenges involved in detecting manipulated media.
• Formulate strategies to combat disinformation spread by manipulated media.

BEYOND THE BASICS: DESIGNING AI-ENHANCED LEARNING EXPERIENCES – LinkedIn Learning – July 2025

• Understand the principles of backward design and design thinking, and their impact on effective learning
• Explore AI tools for enhancing personalization, engagement, and instructional outcomes
• Prototype a comprehensive AI-enhanced learning unit or experience
• Personalize instruction for adaptability and inclusivity
• Evaluate instructional effectiveness and iterate for improved learning

TIPS FOR USING AI AS AN INSTRUCTIONAL DESIGNER – LinkedIn Learning – July 2025

• Visualize and implement AI technologies to personalize learning experiences
• Utilize AI tools efficiently for generating educational content and providing timely, personalized feedback
• Enhance learning accessibility and inclusivity using AI
• Apply AI-driven learning analytics to monitor and improve instructional material effectiveness
• Address ethical considerations and explore emerging AI trends

​AGENTIC AI ARCHITECTURE FOUNDATIONS: DESIGNING AUTONOMOUS AI SYSTEMS – LinkedIn Learning – June 2025

• Understand the foundational architectures of intelligent, agentic AI systems
• Learn how autonomous AI agents perceive, reason, act, learn, and collaborate
• Explore key components and modules in agentic AI environments
• Gain insight into how agentic AI differs from predictive and generative systems

GENAI AND PREDICTIVE AI ARCHITECTURE FOUNDATIONS – LinkedIn Learning – June 2025

• Understand how generative and predictive AI systems are architected and applied
• Learn core components of AI systems and how they function in real-world enterprise environments
• Compare architectural differences between generative and predictive AI models
• Gain foundational insight into how AI operates behind the scenes, from components to use cases

GENERATIVE AI AND PREDICTIVE AI IN THE CLOUD: FOUNDATIONAL CONCEPTS AND SCENARIOS – LinkedIn Learning – June 2025

• Understand the fundamentals of predictive AI, generative AI, and their relationship with cloud computing
• Learn how predictive and generative AI differ—and where each offers the most value in business contexts
• Explore real-world scenarios where AI enhances productivity, optimization, and innovation
• Gain insight into how AI can be used with big data to shape work environments and business strategies

INTRODUCTION TO AGENTIC AI: GETTING STARTED WITH AUTOGEN STUDIO — LinkedIn Learning — June 2025

• Gain a practical understanding of agentic AI using AutoGen Studio.
• Set up and build AI agents from scratch with visual tools and guided workflows.
• Design and implement agentic workflows using multiagent concepts.
• Equip agents with skills, tools, and scalable frameworks for continued growth.

BUILDING AGENTS WITH VERTEX AI — LinkedIn Learning — June 2025

• Build AI agents using Google’s Vertex AI Agent Builder.
• Ground agents in documents using automatic RAG.
• Extend agent capabilities using custom OpenAPI schemas.
• Create Python tools for querying and synthesizing web data.

CHATGPT’S OPERATOR: AUTOMATING EVERYDAY TASKS WITH AI AGENTS — LinkedIn Learning — June 2025

• Explore how AI agents simulate human interaction with digital interfaces for task automation.
• Evaluate potential use cases and limitations of browser-powered agents.
• Identify ethical and safety concerns related to AI agent deployment.
• Develop strategies for integrating AI agents into workflows with oversight and control.

CLOUD COMPUTING FOR THE DIGITAL BUSINESS – LinkedIn Learning – June 2025

• Explored how cloud computing supports digital transformation and modern automation environments.
• Learned to assess which cloud features align with specific business goals and operations.
• Developed insights into what cloud computing should and should not be used for in digital business settings.
• Strengthened understanding of IT-enabled business transformation and strategic technology adoption.

LEVERAGE GENERATIVE AI TO STREAMLINE PROCESSES AND INCREASE EFFICIENCY AS A MANAGER – LinkedIn Learning – June 2025

• Apply the 3C Framework across various GenAI tools
• Leverage GenAI tools to automate routine communication tasks
• Facilitate collaborative brainstorming sessions using GenAI tools and prompts

EMPOWER YOUR PRODUCTIVITY WITH GOOGLE GEMINI — LinkedIn Learning — June 2025

• Use Gemini across Google Workspace to enhance productivity and simplify daily tasks.
• Automate workflows, assist with decision-making, and streamline communication.
• Generate images, support collaboration, and manage content using generative AI tools.

LEVERAGING AI IN ADOBE PREMIERE PRO — LinkedIn Learning — June 2025

• Edit videos using AI-driven speech-to-text and scene detection tools.
• Enhance audio, apply auto color correction, and extend clips with generative AI.
• Create content using Adobe Firefly and Adobe Premiere Pro’s AI-powered features.
• Streamline professional video workflows with AI to boost efficiency and quality.

MIDJOURNEY: QUICK START — LinkedIn Learning — June 2025

• Create stunning AI-generated images using simple text prompts in Midjourney.
• Manage versions, incorporate images into creative projects, and collaborate within the Midjourney community.
• Explore workflows across both web and Discord platforms for visual design, storyboarding, and media production.

GETTING STARTED WITH CUSTOM GPTs, COPILOTS, AND AI AGENTS — LinkedIn Learning Path — May 2025

• OpenAI ChatGPT: Creating Custom GPTs
• ChatGPT: Publishing GPTs on the GPT Store
• ChatGPT: Crafting Exceptional GPTs for Enhanced Productivity and Innovation
• Copilot Agents: Leveraging Customized AI Assistants in Copilot and Teams (No Code Required)
• Getting Started with Autonomous Agents in Copilot Studio (No Code Required)

BUILD YOUR OWN GPTs — LinkedIn Learning — May 2025

• Build custom GPTs using the GPT Store and advanced prompt configuration.
• Apply the Pentagon framework to guide clear, purposeful prompt design.
• Implement chain-of-thought reasoning and few-shot learning to improve response clarity and generalization.
• Safeguard against prompt injection and manage user intent using state machine models.

AGENTIC AI FUNDAMENTALS: ARCHITECTURES, FRAMEWORKS, AND APPLICATIONS — LinkedIn Learning — May 2025

• Understand the fundamentals of agentic AI, including agent architectures, decision-making frameworks, and environment interaction.
• Learn how to implement machine learning techniques, such as reinforcement learning, to enable agents to learn and adapt.
• Gain knowledge of multi-agent systems, communication protocols, and negotiation strategies.
• Discover practical applications of agentic AI in industries such as robotics, finance, healthcare, and transportation.
• Develop an understanding of the ethical and societal implications of agentic AI and learn how to design secure and robust agents.

DESIGNING AGENTIC AI PRODUCTS (NO CODE REQUIRED) — LinkedIn Learning — May 2025

• Understand the foundational principles of agentic AI and its applications in automating workflows.
• Learn to design autonomous AI solutions using no-code platforms and tools.
• Explore how to implement agentic AI beyond chatbots in areas like marketing and enterprise operations.

PREPARING YOUR ORGANIZATION FOR AI AGENTS — LinkedIn Learning — May 2025

• Develop effective strategies for leading AI-driven organizational change.
• Communicate the role and value of AI agents across business functions.
• Evaluate AI agent applications in specific business contexts.
• Adapt leadership practices to leverage agentic AI for improved outcomes.
• Prepare for automation and optimization of routine tasks and workflows.

THE MANAGER’S GUIDE TO INTEGRATING AND MANAGING AI AGENTS — LinkedIn Learning — May 2025

• Analyze challenges of managing both human employees and AI agents while fostering trust and accountability.
• Apply ethical best practices for integrating AI into workflows with human oversight.
• Evaluate AI agent performance using key metrics for fairness and improvement.
• Build leadership skills to enhance collaboration and decision-making in AI-powered environments.

COMPLIANCE AND REGULATIONS FOR GENERATIVE AI — LinkedIn Learning — May 2025

• Understand AI ethics, data privacy, and regulatory frameworks.
• Explore the EU AI Act and international AI regulations.
• Apply compliance principles using the “ACME EdTech” case study.
  

AI GOVERNANCE FOR ORGANIZATIONS: APPLYING ISO/IEC 38507:2022 — LinkedIn Learning — May 2025

• Define the key terms and concepts related to AI and governance.
• Explain the implications and accountability associated with the use of AI within an organization.
• Differentiate the benefits and constraints of various AI systems.
• Create policies and decision-making principles that support compliance and manage risks related to AI governance.
• Apply the guidance provided in ISO/IEC 38507:2022 to effectively govern the use of AI within an organization.

BUILDING AN AI COUNCIL THAT DRIVES GENAI ADOPTION AND INNOVATION — LinkedIn Learning — May 2025

• Describe the five essential roles required for an effective AI council, including key responsibilities and reporting relationships.
• Identify the three core elements for an effective AI council proposal.
• Explain the relevance of cultural acceptance and risk tolerance in a company’s AI readiness.
• List the six mandatory components of an AI ethics framework.

CREATING A RESPONSIBLE GENERATIVE AI USE POLICY — LinkedIn Learning — May 2025

• Recognize the necessity of a formal, internal generative AI policy.
• Assess your company’s AI readiness and aligning AI policy with company values and goals.
• Identify your organization’s legal and ethical risk tolerance.
• Build consensus and drive adoption through communication and training.
• Monitor, evaluate, and identify best use cases.
• Accelerate adoption and improve return on investment.

CONTENT STRATEGY IN THE AGE OF AI — LinkedIn Learning — May 2025

• Integrate AI into every stage of content strategy, from brainstorming and branding to scripting, design, and campaign management.
• Explore leading AI tools in various categories — template-driven, sketch-driven, and fully generative.
• Master prompting techniques to effectively leverage AI for audience personas, data analysis, and visual content creation.

GENERATIVE AI FOR INNOVATION — LinkedIn Learning — May 2025

• Use AI for data mining and identifying opportunities.
• Generate and prototype new ideas with AI tools.
• Conduct AI-driven risk assessments and feasibility analyses.

CREATING AI-GENERATED VIDEOS WITH SORA — LinkedIn Learning — January 2025

• Set up and navigate the robust Sora platform.
• Create precise and impactful prompts to generate professional-quality videos.
• Apply Sora’s editing tools to refine outputs, adjust tone, and enhance the quality of your videos.
• Use templates, predefined commands, and hidden tools to maximize efficiency and creativity.

USING AI FOR ACCESSIBLE DESIGN WORKFLOWS — LinkedIn Learning — December 2024

• Leverage AI to audit your current design processes and assets for accessibility.
• Maximize the impact of AI in an accessibility style guide for your organization that incorporates static and text-based content, audio and video, design system specifics such as colors and fonts, cognitive and motion requirements, and guidelines for inclusivity.
• Promote your AI-enabled a11y style guide across the organization, maintaining it for accuracy, consistency, and validity. ​​

THE AI AWAKENING: IMPLICATIONS FOR THE ECONOMY AND SOCIETY – Course Authorized by Stanford University — Coursera — November 2024

• Fundamentals of Generative AI
• Impact of Generative AI on Business and the Economy
• Potential Risks of GenAI and its Effects on Employment
• Insights from Speakers from Google, OpenAI, Scale AI, and Other Top AI Companies

GOOGLE PROMPTING ESSENTIALS — Coursera — November 2024

• Practice using 5 steps to write effective prompts
• Apply prompting techniques to help you with every-day work tasks
• Use prompting to speed up data analysis and build presentations
• Design prompts to create AI agents to role-play conversations and get expert feedback

MICROSOFT COPILOT FOR PRODUCTIVITY BY MICROSOFT AND LINKEDIN — Microsoft Professional Certificate — October 2024

• Learning Microsoft 365 Copilot
• Microsoft Copilot: The Art of Prompt Writing
• Copilot in Teams: AI-Powered Collaboration
• Copilot in Outlook: Maximize Your Workday Efficiency
• Copilot in Word: Create and Refine Documents with AI Excel with
• Copilot: AI-Driven Data Analysis
• Copilot in PowerPoint: From Prompt to Presentation Use
• Copilot AI for Secure Work Data in Your Organization

BECOME AN AI-POWERED MANAGER — LinkedIn Learning — October 2024

• Learn to integrate generative AI tools into management workflows for improved team efficiency and growth.
• Enhance skills in using AI for communication, meeting preparation, and employee development.
• Apply AI-driven strategies for performance analysis, conflict resolution, and succession planning.

RESPONSIBLE AI FOR MANAGERS — LinkedIn Learning — October 2024

• Learn how to design and implement responsible AI practices as a manager.
• Explore ethical AI principles, accountability, and risk mitigation in management.
• Understand key management practices like decision-making, employee engagement, and psychological safety during AI implementation.

THE MANAGER’S GUIDE TO CAREER CONVERSATIONS IN THE AGE OF AI — LinkedIn Learning — October 2024

• Learn to navigate employee concerns about AI through effective, future-focused career conversations.
• Apply futurist thinking and scenario planning to coach and mentor employees in co-creating their career paths.
• Build authentic relationships using an employee-first approach to align personal aspirations with organizational goals.

GENERATIVE AI FOR SMALL BUSINESSES — LinkedIn Learning — October 2024

• Automate tasks and improve efficiency using generative AI tools.
• Optimize marketing, branding, and financial management with AI strategies.
• Expand your customer base while ensuring ethical use of generative AI.

FUNDAMENTALS OF AGENTIC AI: BUSINESS IMPLICATIONS AND ETHICAL INSIGHTS — LinkedIn Learning — October 2024

• Understand the design, history, and key functions of agentic AI systems.
• Explore real-world business applications and case studies of agentic AI across industries.
• Learn about the ethical considerations and challenges of implementing agentic AI in business.

HOW TO USE GENERATIVE AI: BUILDING AN AI-FIRST MINDSET — LinkedIn Learning — October 2024

• Understand the history and current impact of generative AI across industries.
• Learn to integrate AI tools into workflows for enhanced productivity and decision-making.
• Develop an AI-first mindset to future-proof your career and achieve personal and professional goals.

CHANGE MANAGEMENT FOR GENERATIVE AI – Course authorized by Vanderbilt University — Coursera — September 2024

• Introduction to Change Management for Generative AI
• The FASTER Framework for Generative AI Change Management
• Understanding Workforce Generative AI Concerns

GENERATIVE AI ESSENTIALS: OVERVIEW AND IMPACT – Course Authorized by University of Michigan — Coursera — June 2024

• Learn how generative AI works
• Explore the benefits and drawbacks of generative AI
• Learn how generative AI can integrate into our daily lives

BUILD YOUR GENERATIVE AI PRODUCTIVITY SKILLS WITH MICROSOFT AND LINKEDIN — Microsoft Professional Certificate — April 2024

• Introduction to Prompt Engineering for Generative AI
• AI Productivity Hacks to Reimagine Your Workday and Career
• Generative AI Skills for Creative Content: Opportunities, Issues, and Ethics
• Copilot in PowerPoint: From Prompt to Presentation
• Excel with Copilot: AI-Driven Data Analysis

RESPONSIBLE AI FOUNDATIONS — LinkedIn Learning Path — March 2024

• Foundations of Responsible AI
• Ethics in the Age of Generative AI
• Responsible AI: Principles & Practical Applications
• AI Accountability: Build Responsible and Transparent Systems
• The State of AI & Copyright
• Introduction to AI Governance

UNDERSTANDING AI FOR CREATIVE PROFESSIONALS — LinkedIn Learning Path — June 2024

• Introduction to Artificial Intelligence
• What Is Generative AI?
• Building Career Agility and Resilience in the Age of AI
• Ethics in the Age of Generative AI
• Generative AI Imaging: What Creative Pros Need to Know
• Generative AI for Digital Marketers
• Integrating Generative AI into the Creative Process

BUILD AI APTITUDE AS A SENIOR MANAGER — LinkedIn Learning Path — February 2024

• AI Challenges and Opportunities for Leadership
• Generative AI and Workplace Transformation
• Build AI Aptitude in Your Organization as a Leader
• Integrating Generative AI into Business Strategy
• Artificial Intelligence Case Studies in Different Business Industries
• Responsible AI to the Rescue

GOOGLE AI ESSENTIALS — Coursera — May 2024

• Use generative AI tools to help develop ideas and content, make more informed decisions, and speed up daily work tasks.
• Write clear and specific prompts to get the output you want. You’ll apply prompting techniques to help summarize, create tag lines, and more.
• Use AI responsibly by identifying AI’s potential biases and avoiding harm.
• Develop strategies to stay up to date in the emerging landscape of AI.

DEVELOP YOUR PROMPT ENGINEERING SKILLS — LinkedIn Learning Path — January 2024

• Introduction to Prompt Engineering for Generative AI
• Prompt Engineering: How to Talk to the AIs
• Mitigating Prompt Injection and Prompt Hacking
• AI Show: The Basics of Prompt Engineering with Azure OpenAI Service
• Excel and ChatGPT: Data Analysis Power Tips
• Advanced Prompt Engineering Techniques

APPLYING GENERATIVE AI AS A BUSINESS PROFESSIONAL — LinkedIn Learning Path — January 2024

• Generative AI for Business Leaders
• How to Research and Write Using Generative AI Tools
• Introduction to Prompt Engineering for Generative AI
• How to Boost Your Productivity with AI Tools
• Midjourney: Tips and Techniques for Creating Images

CAREER ESSENTIALS IN GENERATIVE AI BY MICROSOFT AND LINKEDIN — Microsoft Professional Certificate — January 2024

• What Is Generative AI?
• Generative AI: The Evolution of Thoughtful Online Search
• Streamlining Your Work with Copilot (formerly Bing Chat/Bing Chat Enterprise)
• Learning Microsoft 365 Copilot
• Ethics in the Age of Generative AI
• Introduction to Artificial Intelligence

FUNDAMENTALS TO BECOME A MACHINE LEARNING ENGINEER — LinkedIn Learning Path — July 2024

• Artificial Intelligence Foundations: Thinking Machines
• Artificial Intelligence Foundations: Machine Learning
• Machine Learning with Python: Foundations
• Deep Learning: Getting Started
• Deep Learning: Model Optimization and Tuning
• Reinforcement Learning Foundations
• Training Neural Networks in Python

MACHINE LEARNING INTRODUCTION FOR EVERYONE – Course Authorized by IBM — Coursera — April 2024

• Compare and contrast artificial intelligence, machine learning, and deep learning.
• Explain the machine learning models development lifecycle. – Differentiate between supervised and unsupervised machine learning.
• Evaluate classification models using metrics such as accuracy, confusion matrices, precision, and recall.

LINKEDIN’S AI ACADEMY — LinkedIn Learning Path — January 2024

• AI-100-1 (Demystifying AI)
• AI-100-2 (Supervised Learning with Neural Networks)
• AI-100-3 (Scaling AI at LinkedIn)

INTRODUCTION TO ARTIFICIAL INTELLIGENCE (AI) – Course Authorized by IBM — Coursera — February 2024

• Describe what is AI, its applications, use cases, and how it is transforming our lives.
• Explain terms like Machine Learning, Deep Learning, and Neural Networks.
• Describe several issues and ethical concerns surrounding AI.
• Articulate advice from experts about learning and starting a career in AI.