Build with AI

I'm Liza Mash Levin — CEO and co-founder of Gable, a venture-backed workplace technology company with over $12M in funding. Before that, I spent a decade at Microsoft leading product and engineering teams in cybersecurity and cloud. I hold degrees in computer science and electrical engineering from Tel Aviv University and an MBA from Stanford Graduate School of Business. But none of that is the reason you should work with me. Here's what is: I run my entire company using AI. Not in theory — in practice, every single day. My AI reviews every Slack channel and sends follow-ups I used to spend hours writing. It triages my inbox and drafts responses before I even open Gmail. It preps my 1-on-1 meetings with each direct report by pulling context from emails, Slack threads, and previous notes. It tracks every open item across every channel so nothing falls through the cracks. It plans my day, manages my LinkedIn presence, and handles outreach — all while I focus on the work that actually moves my business forward. This isn't a side project or an experiment. This is how I operate as a CEO, and it saves me over 10 hours every week. I built this system because I was drowning in the same operational busywork every leader drowns in. And now I teach others how to build the exact same thing — customized for their role, their tools, and their business.

I build AI systems for small businesses and operators who are drowning in manual work. My clients aren't experimenting with AI. They're using it to run their businesses: automating accounts payable, triaging inboxes, generating daily reports, and replacing hours of repetitive tasks with tools that run themselves. Background: McKinsey-trained, built and sold software products, currently running AI consulting engagements for real estate, property managers, grocery delivery, construction, dental, and professional services companies. I've built agentic workflows, custom automation pipelines, and AI-powered internal tools that real teams use every day. Whether you're building for a team or streamlining your own work, I'll help you design and ship something that actually runs in your day-to-day.

Cutting edge thinker with 2 years of experience across startups and some of the largest companies. I have created many solutions small and large to automate and make work more efficient using AI and would love to help you! Grew up with AI, and mastered it after hours of using it everyday. My lack of experience helps me bring a fresh perspective and avoid bureaucracy and inefficiencies of current organizations. Here to bring you to the next paradigm of your work!

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!

I'm a Staff Software Engineer at LinkedIn with 7+ years building production AI systems that serve thousands of users daily. I've built AI agents, RAG pipelines, and LLM-powered products from scratch, including systems that reduced sales prep time by 70% and an AI assistant serving 3,000+ sellers. I hold multiple patents in AI/ML. I don't just teach AI concepts. I build and ship AI systems every day. I coach engineers, PMs, and builders who want to go beyond surface-level prompting and actually build with tools like Claude Code, LangChain, MCP servers, and vector databases. Whether you want to become the AI person on your team or ship your first AI-powered product, I'll help you get there with battle-tested patterns from real production systems.

I work at Microsoft leading initiatives focused on AI systems, application security, and enterprise deployment of AI driven solutions. My experience includes evaluating, securing, and advising on AI automation, agent based workflows, and AI enabled product architectures. This gives me a practical understanding of how AI automation and agents are actually implemented inside large organizations, including the technical, operational, and risk considerations that are often overlooked. I help professionals and teams design real world AI automation strategies, understand agent architectures, and identify where AI can create meaningful efficiency gains. My coaching focuses on turning AI automation concepts into usable workflows, selecting high impact use cases, navigating integration challenges, and building solutions that are secure, scalable, and aligned to business outcomes. Whether you are exploring AI agents for productivity, engineering workflows, or enterprise adoption, I provide guidance grounded in hands on experience with how these systems perform in production.

The only people qualified are the ones building. I'm building right now, staying as far to the edge of this new building era as possible. I'm working out agent fleets, Ai-enabled/run automations, agentic workflows, agentic product development (at every stage), the whole thing. Specifically expert in process development, ethical/safeguarded/private AI, B2B services, and client communication.

I help professionals and teams improve productivity by designing smart, automated workflows that reduce manual work and eliminate inefficiencies. With hands-on experience using tools like n8n, Make, Zapier, and Airtable, I build systems that streamline daily operations, improve collaboration, and save valuable time. Through real-world projects across e-commerce, agencies, healthcare, and coaching businesses, I’ve helped clients save 15+ hours per week, improve follow-ups by 40%, and cut administrative tasks by up to 50%. I focus on practical, easy-to-use solutions that fit existing workflows and grow with your organization.

I have successfully led my startup, ConciergeBot, building AI agents for hospitality and small business over SMS and WhatsApp, since 2018, generating revenue since 2020. As a technical founder who coded my own MVP, I am at the forefront of agentic AI technology and automation. Happy to speak to anyone seeking guidance and education on being successful in this space.

If you're interested in a pragmatic and hands-on approach for mastering AI agents and automation you came to the right place! I haven't written a single line of code since April 2025, yet I shipped more code than ever thanks to AI agents and automation. I regularly run 8-10 AI agents in parallel including having AI agents that help me manage other AI agents. I'm deeply immersed in the agentic AI phenomenon. I have worked for a year and 8 months for Invisible Platforms - a startup that developed an innovative hierarchical agentic AI engine - that was later acquired by Perplexity. I'm currently s member of the agentic AI infra team at Perplexity. On the side I also built my own agentic AI framework from scratch in Python and published a book about it: https://www.amazon.com/Design-Multi-Agent-Systems-Using-MCP/dp/1806116472 I also write a regular blog on Medium. Check out my long running series: Claude Code - Deep Dive: https://medium.com/@the.gigi/list/claude-code-deep-dive-5f842373dcaa