AI Automation & Agents

Two years ago, I had no technical skills. I've used AI to teach myself how to do data analysis, build websites, and automate manual workflows, and I love helping others do the same. AI is changing the entire landscape of work, and we have an amazing opportunity to build at a scale that was unimaginable even a year ago. Wherever you are in your AI knowledge, I'm here to help you transform your work by automating everything you can, so you can spend more time on things that matter.

I’m Ollie, an AI Product Manager at Asana with a background in edtech and Amazon. I build GenAI products focused on AI agents and automation, and I stay deeply hands-on with emerging AI tools and trends. I enjoy helping people cut through the noise, identify high-impact AI use cases, and apply the right tools to boost productivity and focus on what matters most. I’m passionate about exploring new AI tools, understanding where they truly add value, and figuring out how to apply them effectively in practice. Happy to share what I’ve learned and help others stay current with AI, find the right tools, and use them in ways that genuinely boost productivity. Let’s connect and explore how AI can help you work smarter, automate the repetitive, and free up time for what truly matters.

I built AI-powered features at Tiktok for growth & content. Also taught Vibecoding classes on the side

I build AI agents for real analytics environments - not demos, not proofs of concept. As Director of Business Intelligence and Analytics at Live Nation Entertainment, I've designed and shipped production agent systems that combine LLM reasoning, MCP servers, structured data querying, and document search into workflows that replace manual analytical processes. My hands-on stack includes Databricks, Gemini, Vertex AI Search, Streamlit, and custom MCP server development. I've also built open-source tooling in this space, including a video understanding MCP server using local/free models. I come from a decade-plus background in BI and data engineering, which means I understand the messy reality agents actually have to operate in - legacy data models, inconsistent schemas, stakeholder trust issues, and the gap between what LLMs promise and what they deliver in production. If you're trying to build your first agent, figure out the right architecture for your use case, or get an agent system actually adopted inside your organization - I can help you avoid the mistakes I've already made.

Welcome to my profile! With over two decades of experience in product design and leadership roles at top companies like Google, Twitter, and Amazon, I specialize in leveraging AI to enhance productivity and tooling. As the Sr. Director of Product Design at Travelers, I am leading strategic design initiatives focused on AI that have contributed to significant business growth. My expertise lies in creating user-centric, scalable design systems that balance innovation with business objectives. Whether you're looking to optimize your product design processes or integrate AI-driven solutions, I'm here to guide you. Let's connect and explore how I can help you achieve your goals!

i'm now coaching people on how to better maximize whatever AI-based tool they use -- helping you ask the right questions and get answers that matter: a few use cases: • 𝗱𝗲𝗲𝗽 𝗿𝗲𝘀𝗲𝗮𝗿𝗰𝗵 / 𝗶𝗻𝘁𝗲𝗿𝗻𝗲𝘁 𝗳𝗼𝗿𝗲𝗻𝘀𝗶𝗰𝘀: designing intelligent prompts, asking the right questions to get to the bottom of anything, whether it's a passion project or corporate forensics / due diligence -- then following up to make sure no stone goes unturned -- there are infinite permutations of what this might entail. i've helped 3 different businesses with this now, and about 15 real humans. it's been fun, in large part because it feels like building a dynamic skillset that's immediately testable and learn-from-able. it's also something, if you're actively investing yourself, that you ought to get good at yesterday. • 𝘀𝘁𝗿𝗮𝘁𝗲𝗴𝘆 / 𝗽𝗹𝗮𝗻-𝗯𝘂𝗶𝗹𝗱𝗶𝗻𝗴: whether you're charting out the next 3-5 years of your career, or figuring out which direction to take your business, these thoughts cause more head-fog than most i've come across. there are many really bad ways to do "strategic" work with AI, but some clever, less obvious ways to find inspiration and corral your thinking while making the most of the internet's reach is something i've started helping people with • 𝘀𝗶𝗻𝗴𝗹𝗲 𝘁𝗮𝗰𝘁𝗶𝗰𝘀: need to figure out how to navigate your state's health marketplace? building a personal budget? getting a vacation itinerary together? bring an idea, and we'll go. i'll also help you dig into sources, understand the limitations of what these tools can and can't do, and help you spot pitfalls in an AI tool's output so you know when and how to challenge your GPT of choice -- and integrate your own critical thinking to make sure it's as thorough and accurate as something you might research independently.

Welcome to my profile! With extensive experience in AI and digital transformation, I specialize in helping clients leverage AI tools to enhance productivity and streamline processes. At KPMG, I lead AI go-to-market strategies and develop AI products, while at CIBC, I designed and deployed AI solutions that transformed business operations across multiple units. My background in consulting and strategic advisory, combined with hands-on experience in AI implementation, equips me to guide you in harnessing AI for your business needs. I've successfully coached 5 individuals in optimizing their workflows with AI, and I'm eager to help you achieve similar results. Let's connect to explore how AI can revolutionize your productivity!

Hello and welcome to my profile! I'm Nicolas, a seasoned professional with a rich background in AI and technical content development. As the founder of Agentes de IA en Acción, I've dedicated myself to empowering over 4,000 members in our community to harness AI for real business applications. My expertise spans designing and developing technical materials, leading hands-on bootcamps, and integrating AI into sales, customer service, and operations. I bring a comprehensive approach to AI productivity and tooling. I've successfully coached individuals, helping them leverage AI to drive innovation and growth. Let's connect and explore how I can help you achieve your goals!

I help professionals and teams use AI to work smarter, not harder. With years of experience building automation systems at Microsoft, I’ve learned how to turn everyday workflows into efficient, repeatable systems that save hours and reduce friction. Beyond my corporate experience, I’ve also built my own AI-powered productivity systems from automated research and planning tools to multi-agent pipelines that generate digital products. As a coach, I’ll help you connect the right AI tools to your real goals, whether that’s automating routine work, streamlining creative output, or scaling your productivity to the next level.

Hello and welcome to my profile! With over a decade of experience in product management and strategic leadership, I specialize in AI-powered solutions and automation. As a Principal Product Manager at Amazon and LTK, I lead the strategy and execution for AI-driven search and discovery, leveraging my expertise from previous roles at other major companies including Intuit and Nokia. I coach founders, product managers, and operators on how to design and implement AI-powered automation and agent-based systems. This includes identifying the right workflows to automate, structuring agent architectures, integrating LLM capabilities into products, and ensuring systems are reliable and measurable. I also help teams understand how to move from simple automation to more advanced agentic workflows that can reason, take actions, and integrate with real business processes. Let's connect and explore how I can support your journey in this dynamic field!