# Google Cloud Platform Projects at AI Tinkerers > Canonical HTML: https://aitinkerers.org/technologies/google-cloud-platform > Markdown URL: https://aitinkerers.org/technologies/google-cloud-platform.md > Technology record last updated: 2026-02-23T02:11:55Z > Generated: 2026-09-20T15:43:41Z GCP delivers Google's global infrastructure (Compute Engine, BigQuery) for secure, scalable cloud solutions and AI/ML innovation. Google Cloud Platform (GCP) provides the core infrastructure and services for modern digital transformation. The platform leverages Google's global network, spanning 39 regions and 118 zones, to host critical workloads securely. Key services include Compute Engine (IaaS), Google Kubernetes Engine (GKE) for container orchestration, and BigQuery (serverless data warehouse) for petabyte-scale analytics. GCP integrates advanced AI/ML capabilities via Vertex AI, allowing developers to build and deploy models fast. Security is paramount: the platform uses Google's multi-layered security model, protecting data and applications with zero-trust principles. New customers can utilize the free tier and $300 in credits to deploy their next project. - Official technology site: https://cloud.google.com - Public AI Tinkerers demos and talks: 25 - Result page: 1 of 2 ## Recent Public Talks and Demos ### [Company of zero on CloudFlare workers - discord and web - SharePoint and GitHub](https://columbus.aitinkerers.org/talks/rsvp___929LQGfqg) AnimaMesh operates a company-of-0: an organization whose entire back office — compliance calendar, bookkeeping, document librarianship, board governance, research watch, inbound triage — is run by a mesh of AI agents. One human (the principal) supplies judgment and signatures. Everything else wakes up on its own heartbeat, reads the company's knowledge, does the preparable work, and reports back: "here's what I found, here's the draft, approve or edit." - Event context: AI Tinkerers - Columbus August Meetup — 2026-08-03 — Columbus - Public talk page: https://columbus.aitinkerers.org/talks/rsvp___929LQGfqg ### [WebRTC Powered Agents](https://montreal.aitinkerers.org/talks/rsvp_wR1CDxmD5UI) A simple live-video WebRTC pipeline you can hook LLM agents and ML models into. I will show code and basic architecture for: - Setting up a WebRTC pipeline. - Conversational agent interactions. (Query against video footage, manipulating app state, etc...) - Promptable DINO-based realtime object detection. - Realtime SAM2 segmentation. - Realtime depth detection. - Event context: AI Tinkerers Montreal - June Demo Meetup — 2026-06-17 — Montreal - Public talk page: https://montreal.aitinkerers.org/talks/rsvp_wR1CDxmD5UI ### [Claude Code e Google Vertex para Experimentos de Machine Learning](https://curitiba.aitinkerers.org/talks/rsvp_OoWoCfnBRoo) É uma apresentação sobre como é possível utilizar claude code em seu computador para realizar experimentos de machine learning. A apresentação mostra o fluxo de trabalho para realizar experimentos a partir de uma idéia. Também se demonstra a possibilidade de utilizar Google Vertex AI para trabalhar com a Cloud caso seu computador principal não seja suficiente para experimentos que necessitam de mais recursos. - Event context: AI Tinkerers Curitiba: Evento Inaugural — 2026-06-10 — Curitiba - Public talk page: https://curitiba.aitinkerers.org/talks/rsvp_OoWoCfnBRoo ### [Founder](https://hong-kong.aitinkerers.org/talks/rsvp_aYzzm1F9hZM) Jason is the founder of Prep Pal. He's an ex-Google, ex-Alibaba Product Manager focusing on AI and ML products. Prep Pal: Helping everyone walk into high-stakes conversations with confidence. Whether it's a job interview, investor pitch, or difficult workplace discussion - real practice builds the confidence that preparation alone can't. - Event context: AI Tinkerers Hong Kong & GBA: AI Demo Night @ Google (May) — 2026-05-07 — Hong Kong - Public talk page: https://hong-kong.aitinkerers.org/talks/rsvp_aYzzm1F9hZM ### [Claude Code for Patent Prosecution](https://cologne.aitinkerers.org/talks/rsvp_0141nYwU_RQ) "Claude Code for Patent Prosecution," features an agent designed to support and automate the prosecution of patents at the European Patent Office (EPO). The demo showcases the end-to-end pipeline: from a highly reliable, exact ingestion of dense technical PDF documents, through an AI review process constrained by strict EPO guidelines, all the way to generating native .docx files with "track changes" enabled for attorney review. - Event context: AI Tinkerers Cologne 4: Live Technical Demos — 2026-04-16 — Cologne - Public talk page: https://cologne.aitinkerers.org/talks/rsvp_0141nYwU_RQ ### [Fuse: Collaborative Brainstorming Intelligence](https://nyc.aitinkerers.org/talks/rsvp_23W_XDTXWSo) I'll be demonstrating a new app that I built that uses Google's Gemini live agents for real-time interaction with the end user to help them during brainstorm sessions - Event context: March Demo Day, hosted by Flowglad — 2026-03-18 — New York City - Public talk page: https://nyc.aitinkerers.org/talks/rsvp_23W_XDTXWSo ### [MoltComics: comic strips by agents](https://nyc.aitinkerers.org/talks/rsvp_u3m-CE7vRUU) Talk about the process of building moltcomics.com, and imagine a future of agent to agent social networks - Event context: 🦞ClawHack NY with Convos, ft ElevenLabs, Convex, & more — 2026-02-28 — New York City - Public talk page: https://nyc.aitinkerers.org/talks/rsvp_u3m-CE7vRUU ### [MoltComics](https://dc.aitinkerers.org/talks/rsvp_K-qCg0gPvrc) MoltComics: Comics for the Agent Internet. moltcomics.com - Event context: AI Tinkerers - DC Metro Meetup - February 24th, 2026 — 2026-02-24 — DC - Public talk page: https://dc.aitinkerers.org/talks/rsvp_K-qCg0gPvrc ### [Claude Code as Your Everything Agent: A Persistent, Self-Improving AI Workspace](https://orange-county.aitinkerers.org/talks/rsvp_zFVJv8abJgI) I'll demo a persistent agent workspace I've built on top of Claude Code that turns it into an "everything agent"—handling not just coding in a git repo, but general-purpose tasks on my computer (video editing, calendar management, research, code review, daily briefings, and more). - Event context: AI Tinkerers OC - January 14, 2026 Meetup: Welcome to 2026! — 2026-01-15 — Orange County - Public talk page: https://orange-county.aitinkerers.org/talks/rsvp_zFVJv8abJgI ### [Using Claude Code to X-Ray Claude Code to build a Claude Code Tracking App](https://seattle.aitinkerers.org/talks/rsvp_sg603_B4uBk) The demo discusses the process of building Shinzo, an app that allows you to record your Claude Code sessions and share them with others. This will cover the application itself (architecture and usage) as well as the technical steps required to x-ray Claude Code (applying code-mode to explore the complex interaction patterns, source code analysis, and system prompts). - Event context: The Holiday Science Fair (Hot Cocoa, Cookies, and Demos!) — 2025-12-19 — Seattle - Public talk page: https://seattle.aitinkerers.org/talks/rsvp_sg603_B4uBk ### [Searching through my LinkedIn Portability Data](https://paris.aitinkerers.org/talks/rsvp_EnIzfZNz5wI) I'm (trying to) build a knowledge database with neo4j referencing the LinkedIn posts I reacted to. - Event context: Turn Your Knowledge into an API for LLMs - Meetup — 2025-12-09 — Paris - Public talk page: https://paris.aitinkerers.org/talks/rsvp_EnIzfZNz5wI ### [Hooks are Not Enough: Securing the Network Layer for Agents](https://sf.aitinkerers.org/talks/rsvp_gFL3GVRbRq8) I'll be presenting hands-on approaches to implementing network access controls for agents, specifically Claude Code. I'll start with a simple built-in solution, show why that's insufficient, and work up to a more secure solution. - Event context: AI Tinkerers x Google Cloud SF Meetup — 2025-11-21 — San Francisco - Public talk page: https://sf.aitinkerers.org/talks/rsvp_gFL3GVRbRq8 ### [AI-Powered Leadership Development: From Talents to Top Leaders](https://prague.aitinkerers.org/talks/rsvp_I0gzZX5LMTY) I’ll demo the core of the TopLeader platform — an AI-driven system that personalizes leadership and employee development inside organizations. The walkthrough will show how we use large-language-model logic for talent diagnostics, goal-based learning recommendations, and adaptive micro-learning content generation. I’ll open our google cloud project logs and PG Admin to show: - How user data (values, goals, feedback) feeds into the AI personalization engine. - The prompt-engineering layer that produces curated content (articles, learning paths). - How the front-end React components visualize individual and team growth. The demo will run live on our dev environment — no slides, just logs, pg Admin and functionality. - Event context: 🍂 AI Tinkerers Prague – October 2025 Meetup — 2025-10-23 — Prague - Public talk page: https://prague.aitinkerers.org/talks/rsvp_I0gzZX5LMTY ### [Calmo Demo](https://amsterdam.aitinkerers.org/talks/rsvp_Rw59-ZdpHpc) Calmo is an AI Agent that debugs production issue, we will showcase how Calmo brings engineering teams from alert to resolutions in a few minutes (instead of hours). - Event context: AI Tinkerers Amsterdam — October Edition: Agents in production — 2025-10-10 — Amsterdam - Public talk page: https://amsterdam.aitinkerers.org/talks/rsvp_Rw59-ZdpHpc ### [Hyper personalized guidance to improve health.](https://nyc.aitinkerers.org/talks/rsvp_FL1OhKKB1PA) 80% of healthcare diseases are preventable and reversible with simple, early interventions Live150 empowers individuals seeking better health, and experts scaling consumer health services to promote wellness and longevity. We offer frictionless, AI-driven, hyper-personalized guidance on nutrition, activity, mindfulness, and sleep, empowering users with continuous, clear, and actionable steps for optimal health. Live150 goes beyond tracking, offering effortless data capture and personalized guidance, like Google Maps for your health—keeping you on course to wellness. I reversed my own health issues around high cholesterol, sugar and BP, through personalized lifestyle changes—and now I’m on a mission to help others do the same. - Event context: Demos and Dim Sum with Deel and Apollo — 2025-06-03 — New York City - Public talk page: https://nyc.aitinkerers.org/talks/rsvp_FL1OhKKB1PA ### [AI for language learning](https://prague.aitinkerers.org/talks/rsvp_wYHbnGOwFYM) I've been building my AI - first language learning app for almost 2 years at this point, having a proof of concept with GPT-3.5, starting with generating AI German vocabulary flashcards and over time adding more features - images, audio, more languages, AI chatbot etc. In the talk, I'd like to focus mainly on the AI fails and what would I have done differently if I started building similar app today: - How I try to ensure the sentences and translations are correct. - Funny bugs - Funny DALL-E fails - Why I've hired a native speaker for corrections anyway - How a plan on making the whole system self-improving And maybe more! - Event context: AI Tinkerers Prague - May 2025 Meetup — 2025-05-13 — Prague - Public talk page: https://prague.aitinkerers.org/talks/rsvp_wYHbnGOwFYM ### [ExaminaAI-CFA: AI-Powered CFA Exam Preparation Tool](https://hong-kong.aitinkerers.org/talks/rsvp_Rki-0IWSW9k) ExaminaAI-CFA is an advanced, AI-driven tutoring platform developed by FireAlert Limited, designed to help candidates efficiently master the Chartered Financial Analyst (CFA) exam. Leveraging cutting-edge technologies like Retrieval-Augmented Generation (RAG) and Reasoning AI, it offers a personalized, adaptive learning experience tailored to individual needs. Key Features 1. Expert-Level Intelligence: - Analyzes decades of exam patterns, past papers, and subject-matter expertise to deliver targeted insights. - Simplifies complex CFA topics (e.g., bond valuation, portfolio management) with instant, jargon-free explanations. 2. Adaptive Learning: - Creates personalized study plans and optimizes study time with **micro-lessons** (ideal for commutes) and **voice-guided reviews** (e.g., during workouts). 3. Instant Doubt Resolution: - Provides real-time solutions to questions and breaks down answers using **Chain-of-Thought reasoning**, mimicking expert human tutors. 4. Multimodal Interaction: - Allows users to ask questions conversationally or transform dense text into interactive prompts for clearer understanding. 5. Community Support: - Connects users with peers via AI-assisted forums for collaborative problem-solving and strategy-sharing. Core Technologies - RAG (Retrieval-Augmented Generation): Integrates official syllabi and up-to-date resources to ensure accuracy, even for niche topics. - Reasoning AI: Generates multi-step hypothetical scenarios with branching logic to train users in identifying subtle exam patterns. Unique Benefits - 24/7 Accessibility: Acts as a round-the-clock mentor, adapting to your schedule. - Efficiency: Reduces study time while improving retention through AI-optimized content. - Confidence Building: Combines expert guidance, peer interaction, and interactive learning to eliminate reliance on outdated materials. ExaminaAI-CFA positions itself as a next-generation alternative to traditional textbooks and generic courses, offering candidates an "unfair advantage" to pass the CFA exam with precision and confidence. - Event context: AI Tinkerers - Hong Kong Meetup (April) - AI in Education and the HKUST Community — 2025-04-30 — Hong Kong - Public talk page: https://hong-kong.aitinkerers.org/talks/rsvp_Rki-0IWSW9k ### [AI oncall engineer that actually works](https://seattle.aitinkerers.org/talks/rsvp__NkvtdoBss4) OncallNinja is an AI powered oncall engineer that can resolve software incidents for teams - Event context: AI Tinkerers Seattle - April Meetup — 2025-04-25 — Seattle - Public talk page: https://seattle.aitinkerers.org/talks/rsvp__NkvtdoBss4 ### [AI Junk Removal Workflow Hack](https://montreal.aitinkerers.org/talks/rsvp_pZb_wImr5iE) In this talk, Marie Pelletier from Kanastruk shares how they integrated AI and cloud technologies to enhance junk removal and recycling processes, offering practical insights on automating workflows and improving customer interactions. - Event context: AI Tinkerers Montreal - March 2025 Meetup at Shopify — 2025-03-12 — Montreal - Public talk page: https://montreal.aitinkerers.org/talks/rsvp_pZb_wImr5iE ### [Hacking Together an AI-Powered Resale & Recycling Workflow](https://montreal.aitinkerers.org/talks/rsvp_Bmvo0-RszAE) Aside from my developer dayjob, I'm co-owner of a junk removal and recycling company. We pick up unwanted items, sorts them for disposal, donation, or recycling. For the last few months, we’ve been throwing a mix of generative AI, computer vision, and cloud tech at a pretty gnarly problem—how to streamline everything from customer intake to reselling upcycled goods. Here’s what we’ve cooked up: • Photo-Based Job Evaluation: We use Hugging Face inference endpoints running on GPUs to clean up and segment images, helping us estimate object volumes for collection jobs. • LLM-Powered Product Descriptions & Inventory Sync: GCP endpoints manage our LLM calls, turning item photos into marketplace-ready product descriptions and syncing them with Shopify. • Live Transcription & Sales Insights: We’re experimenting with LiveKit for real-time call transcripts, helping phone operators with sales insights and CRM automation. • In-House Call Transcription System: We built our own system to transcribe and structure customer calls for CRM purposes—no reliance on third-party services. The demo will dive into the nuts and bolts—how we’ve wired up Firebase, GCP, OpenAI, Anthropic, Hugging Face hosting, Twillio and LiveKit to make all this work. I'll touch also on how using Cursor.ai really sped up our development. - Event context: AI Tinkerers Montreal - March 2025 Meetup at Shopify — 2025-03-12 — Montreal - Public talk page: https://montreal.aitinkerers.org/talks/rsvp_Bmvo0-RszAE ### [Never Fill Forms again with "Browser Agents"](https://atlanta.aitinkerers.org/talks/rsvp_PXh82rhmgBw) I’ll demonstrate a Chrome extension that uses an LLM driven ‘browser agent’ to navigate to a website, locate a job application form, and automatically fill out the fields with high accuracy. During the live demo, I’ll type a command like ‘Navigate to Macy’s careers page and apply for a software engineering job,’ and the browser agent will programmatically follow links, parse the relevant form, and fill out the details in real time. I’ll walk through the core technical components, including some of the code and prompts behind the automated navigation and form-filling logic, and show how the AI integrates with the extension. - Event context: AI Tinkerers Atlanta February Meetup — 2025-02-27 — Atlanta - Public talk page: https://atlanta.aitinkerers.org/talks/rsvp_PXh82rhmgBw ### [ONDC Food Delivery Agent](https://bengaluru.aitinkerers.org/talks/rsvp_LfjuXIElui8) An agent/interface which orders food using ONDC. UX and practices for integrating applications in AI Assistant - Event context: AI Tinkerers Bengaluru - December - RSVP REQUIRED — 2024-12-05 — Bengaluru - Public talk page: https://bengaluru.aitinkerers.org/talks/rsvp_LfjuXIElui8 ### [Travel agency companion - a WIP](https://montreal.aitinkerers.org/talks/rsvp_xVI91aR3PHw) My project is a travel agency companion chatbot designed to assist solo travelers in finding inspiration and planning their itineraries. Utilizing Google Cloud Platform (GCP) and Large Language Models (LLMs), this AI-driven tool engages users in natural conversations to provide personalized travel recommendations based on their preferences, budget, and interests. The chatbot suggests destinations and creates detailed itineraries. This project is a practical application of deploying AI technologies and allowed me to learn about GCP infrastructure and the intricacies of LLMs for information extraction. While the primary focus is on travel, the underlying framework is adaptable to other domains. For instance, the technology can be employed in medical document analysis or legal document processing, showcasing its versatility in extracting and summarizing relevant information across various fields. - Event context: AI Tinkerers Montreal - December 2024 Meetup at IVADO Labs — 2024-12-03 — Montreal - Public talk page: https://montreal.aitinkerers.org/talks/rsvp_xVI91aR3PHw ### [Data driven AI personas in Marketing, or how to hallucinate in the right direction](https://montreal.aitinkerers.org/talks/rsvp_5GN2LbL_qxo) The Challenge: Are your marketing campaigns rotting in the graveyard of failed ideas? Are you tired of throwing spaghetti at the wall and hoping something sticks? Fear not, brave marketers! We have tinkered to help you out. I mean, when you think about it, LLMs hallucinate quite a bunch... and that's not that different from people in a focus group after starting at your questionnaire for an hour and a half (at least based on personal experience). Is that the only similarities between humans and LLMs when it comes down to marketing ? I think not! This quirky demo will do it's best to showcase that grounding LLMs in a persona backed with actual data and then embracing the randomness of the output might be an interesting way of quickly testing out ideas before you bore real people with them! Our Secret Weapon: - Event context: AI Tinkerers - Montreal Inaugural Meetup (October) — 2024-10-29 — Montreal - Public talk page: https://montreal.aitinkerers.org/talks/rsvp_5GN2LbL_qxo ## Related Technologies - [Claude Code](https://aitinkerers.org/technologies/claude-code) ([Markdown](https://aitinkerers.org/technologies/claude-code.md)) — 214 public demos - [OpenAI API](https://aitinkerers.org/technologies/openai-api) ([Markdown](https://aitinkerers.org/technologies/openai-api.md)) — 520 public demos - [GCP](https://aitinkerers.org/technologies/gcp) ([Markdown](https://aitinkerers.org/technologies/gcp.md)) — 10 public demos - [GPT-4](https://aitinkerers.org/technologies/gpt-4) ([Markdown](https://aitinkerers.org/technologies/gpt-4.md)) — 529 public demos - [Anthropic API](https://aitinkerers.org/technologies/anthropic-api) ([Markdown](https://aitinkerers.org/technologies/anthropic-api.md)) — 66 public demos - [Kubernetes](https://aitinkerers.org/technologies/kubernetes) ([Markdown](https://aitinkerers.org/technologies/kubernetes.md)) — 35 public demos - [Next](https://aitinkerers.org/technologies/next) ([Markdown](https://aitinkerers.org/technologies/next.md)) — 186 public demos - [Amazon Web Services](https://aitinkerers.org/technologies/amazon-web-services) ([Markdown](https://aitinkerers.org/technologies/amazon-web-services.md)) — 7 public demos - [BERT](https://aitinkerers.org/technologies/bert) ([Markdown](https://aitinkerers.org/technologies/bert.md)) — 179 public demos - [BLOOM](https://aitinkerers.org/technologies/bloom) ([Markdown](https://aitinkerers.org/technologies/bloom.md)) — 115 public demos - [Claude](https://aitinkerers.org/technologies/claude) ([Markdown](https://aitinkerers.org/technologies/claude.md)) — 173 public demos - [Docker](https://aitinkerers.org/technologies/docker) ([Markdown](https://aitinkerers.org/technologies/docker.md)) — 147 public demos - [Firebase](https://aitinkerers.org/technologies/firebase) ([Markdown](https://aitinkerers.org/technologies/firebase.md)) — 23 public demos - [Gemini](https://aitinkerers.org/technologies/gemini) ([Markdown](https://aitinkerers.org/technologies/gemini.md)) — 188 public demos - [GPT-3](https://aitinkerers.org/technologies/gpt-3) ([Markdown](https://aitinkerers.org/technologies/gpt-3.md)) — 191 public demos - [Hugging Face](https://aitinkerers.org/technologies/hugging-face) ([Markdown](https://aitinkerers.org/technologies/hugging-face.md)) — 41 public demos - [LangChain](https://aitinkerers.org/technologies/langchain) ([Markdown](https://aitinkerers.org/technologies/langchain.md)) — 445 public demos - [Llama-2](https://aitinkerers.org/technologies/llama-2) ([Markdown](https://aitinkerers.org/technologies/llama-2.md)) — 227 public demos ## More Results - Next: https://aitinkerers.org/technologies/google-cloud-platform.md?page=2