I've completed over 50 certifications in AI architecture, governance, agentic systems, and creative applications—covering technical fluency, ethical integration, and hands-on tooling across platforms like LinkedIn Learning, Coursera, Microsoft, and Google. This training reinforces my strategic AI work across enterprise innovation, higher education, public-sector governance, and the creative industries.
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
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Visualize and implement AI technologies to personalize learning experiences
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Utilize AI tools efficiently for generating educational content and providing timely, personalized feedback
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Enhance learning accessibility and inclusivity using AI
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Apply AI-driven learning analytics to monitor and improve instructional material effectiveness
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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.
