# AI Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/ai
> Markdown URL: https://aitinkerers.org/technologies/ai.md
> Technology record last updated: 2026-02-24T08:35:00Z
> Generated: 2026-09-22T00:32:26Z

AI: The computational system driving human-level problem-solving (e.g., GPT-4, AlphaGo), actively transforming sectors like healthcare and finance with predictive analytics.

Artificial Intelligence (AI) is the system's ability to simulate human cognitive functions: learning, problem-solving, and decision-making. Key models like OpenAI's GPT-4 and Google DeepMind's AlphaGo demonstrate rapid capability expansion across diverse domains. This technology is actively deploying across critical sectors: healthcare uses AI for diagnostic image analysis (often achieving 90%+ accuracy), finance employs it for real-time fraud detection, and autonomous vehicles (Level 4) rely on its processing power. Global investment validates this impact: the AI market is projected to exceed $1.8 trillion by 2030 (a clear indicator of scale). Focus now shifts to responsible scaling and robust governance (e.g., data privacy, bias mitigation) to manage widespread integration.

- Official technology site: https://aaai.org
- Public AI Tinkerers demos and talks: 55
- Result page: 1 of 3

## Recent Public Talks and Demos

### [From idea to production in one loop: how a PM, a data bot and a coding agent ship at Fasset.](https://lahore.aitinkerers.org/talks/rsvp_c7poPoSKGUM)

Fasset is a global stablecoin backed neobank which gives access to digital banking and wealth building tools. It serves the freelancer, remote workers many of them are young professionals in Pakistan. This demo will be a product manager's view of how an idea reaches production with AI at every step, in three demos: prototype first (the team builds clickable prototypes with Claude instead of writing PRDs); decide with data (Dasset, an internal Slack bot that answers plain-English questions against a governed warehouse layer); and ship (Fasset Harness, a Claude Code plugin that makes coding agents work from human-reviewed test trees).

- Event context: AI Tinkerers Lahore: September 19, 2026 — 2026-09-19 — Lahore
- Public talk page: https://lahore.aitinkerers.org/talks/rsvp_c7poPoSKGUM

### [AI Innovation at Ingram Micro](https://orange-county.aitinkerers.org/talks/rsvp_XNSVkIWqm8w)

Joyce will be giving an overview of tools that Ingram is developing and is using, to support their global multi-billion dollar business, with over 50 years of history and data within the organization.

- Event context: AI Tinkerers OC - August 19th, 2026 Meetup @ Ingram Micro — 2026-08-20 — Orange County
- Public talk page: https://orange-county.aitinkerers.org/talks/rsvp_XNSVkIWqm8w

### [AI at scale \[FR\]](https://paris.aitinkerers.org/talks/rsvp_v8TZx7I87mc)

[Talk en Français] Appliquer l'IA à l'échelle d'une boîte de 1 200 personnes implique des challenges intéressants, Maxime l'évoquait déjà dans son interview donnée aux Échos sur son usage de l'IA. Il viendra nous parler de ce défi de scale à travers un workflow de soutien aux équipes Sales qu'il est en train de mettre en place, en s'adaptant à 15 équipes avec des besoins différents différents.

- Event context: AI on Rails: Level Up the Way You Code with AI w/ Paris.rb — 2026-08-04 — Paris
- Public talk page: https://paris.aitinkerers.org/talks/rsvp_v8TZx7I87mc

### [A context-aware interactive Piano tutor](https://atlanta.aitinkerers.org/talks/rsvp_Rf2oBe4bzK8)

VibeKeys is a piano learning app designed to test the boundaries of interactive AI education capabilities. I'l show an app demo where the student plays a section incorrectly, and how the voice AI agent is engaged to provide insight to the student through its multi-level agent orchestration and context engineering system. The app has an interactive context layer that allows low-latency responses for simple tool calling combined with more escalated handoff to a deep-reasoning "Music Education" agent. I could also show some of the cool AI tools and skills I use to build this project: - Project-Specific "Pattern Languages" (Christopher Alexander) to help guide decision-making - BAML (open-source AI wrapper infrastructure that turns all LLM calls into statically typed function calls). - My code review process which uses Reviewable.io to host the diffs and interactively communicate with the AI agent to address review issues.

- Event context: AI Tinkerers Atlanta: 2-Year Anniversary & Best Demos of the Year — 2026-07-30 — Atlanta
- Public talk page: https://atlanta.aitinkerers.org/talks/rsvp_Rf2oBe4bzK8

### [How we managed to recover a stolen bike thanks to my AI-powered platform](https://valencia.aitinkerers.org/talks/rsvp_ObUQQ3GZ0Ds)

I'll demo all the AI integrations I did for our subscription bike company.

- Event context: AI Tinkerers Valencia July Demo Night — 2026-07-28 — Valencia
- Public talk page: https://valencia.aitinkerers.org/talks/rsvp_ObUQQ3GZ0Ds

### [UserVolley follow up](https://orange-county.aitinkerers.org/talks/rsvp_KunnnLXa2pM)

Luke Freiler, CEO and founder of Centercode www.centercode.com

- Event context: AI Tinkerers Orange County: Tuesday, July 21, 2026 at Centercode — 2026-07-22 — Orange County
- Public talk page: https://orange-county.aitinkerers.org/talks/rsvp_KunnnLXa2pM

### [Kevin Riggen](https://honolulu.aitinkerers.org/talks/rsvp_8Xj0LRPLb1I)

Kevin Riggen will walk through the core engineering learnings that encompass the first O’ahu A.I. Publication: “Field Notes Volume 01”. This booklet looks back at three years in the field of Applied AI engineering and product development, sharing how local builders and the broader Hawai’i ecosystem stand to benefit from our collective work. This session is designed for active developers, engineers, and technical founders who want to move past API wrappers and explore the architectural patterns of production-grade AI systems.

- Event context: AI Tinkerers Honolulu - AI Loops, Agents & Knowledge Graphs — 2026-07-11 — Honolulu
- Public talk page: https://honolulu.aitinkerers.org/talks/rsvp_8Xj0LRPLb1I

### [audience interactive recap of AIE (AI Engineering Worlds Fair)](https://seattle.aitinkerers.org/talks/rsvp_LOzA5u2pjZI)

audience interactive recap of AIE (AI Engineering Worlds Fair)

- Event context: Special Topic: AIE Recap & Science Fair — 2026-07-09 — Seattle
- Public talk page: https://seattle.aitinkerers.org/talks/rsvp_LOzA5u2pjZI

### [Harness for ARC-AGI-3](https://zurich.aitinkerers.org/talks/rsvp_DuQxaJngv4g)

At Tufa Labs, we built a top-performing harness for the ARC-AGI-3 challenge. We will be releasing it open-source and would like to present it at the event.

- Event context: AI Tinkerers Zürich: July Build Night with Swisscom Ventures — 2026-07-01 — Zürich
- Public talk page: https://zurich.aitinkerers.org/talks/rsvp_DuQxaJngv4g

### [Building Emotional Intelligence for AI](https://cairo.aitinkerers.org/talks/rsvp_EHAXdxhFkPo)

we have built the first emotional intelligence engine for AI, to help AI, understand and interact with humans, we have trained ai with emotional intelligence to preform better interacting with humans, this is not just for AI, it's built for wellness, robotics, gaming, IOT

- Event context: AI Tinkerers Cairo: Inaugural Meetup — 2026-07-01 — Cairo
- Public talk page: https://cairo.aitinkerers.org/talks/rsvp_EHAXdxhFkPo

### [AI Powered Company Evaluation & Coaching](https://cairo.aitinkerers.org/talks/rsvp_erT3jGWE7MU)

VCDNA is a multi-agent platform that evaluates and coaches the companies companies you consider - turning each into a consistent, evidence-traced, IC-evidence-traced, IC-ready assessment.

- Event context: AI Tinkerers Cairo: Inaugural Meetup — 2026-07-01 — Cairo
- Public talk page: https://cairo.aitinkerers.org/talks/rsvp_erT3jGWE7MU

### [Apertus: SwissAI’s fully-transparent multilingual LLM](https://lausanne.aitinkerers.org/talks/rsvp_yoFNhymPd9I)

Apertus is an Apache 2.0 family of open language models. This demo focuses on the Mini instruct variants, distilled into 0.5B, 1.5B, and 4B parameter checkpoints and uses Transformers.js and WebGPU for fast, client-side inference.

- Event context: AI Tinkerers Lausanne June 2026 Meetup — 2026-06-25 — Lausanne
- Public talk page: https://lausanne.aitinkerers.org/talks/rsvp_yoFNhymPd9I

### [Teaching an LLM to Play Riftbound](https://ottawa.aitinkerers.org/talks/rsvp_CPcwK2QKRgg)

Samuel demonstrates a framework he built to teach AI agents to play Riftbound, the League of Legends-based trading card game. The system translates English card text and the current board state into legal actions, uses Gemma to choose moves in player-versus-bot or bot-versus-bot simulations, and is designed to generate training experience so a faster machine-learning policy can eventually select optimal plays without relying on slower LLM inference at the final decision stage.

- Event context: AI Tinkerers Ottawa Meetup - June 20th, 2026 — 2026-06-20 — Ottawa
- Public talk page: https://ottawa.aitinkerers.org/talks/rsvp_CPcwK2QKRgg

### [Iterating on AI features](https://valencia.aitinkerers.org/talks/rsvp_WrlMEwVSia0)

Showing PostHog's AI features.

- Event context: AI Tinkerers Valencia June Meetup ft. PostHog — 2026-06-16 — Valencia
- Public talk page: https://valencia.aitinkerers.org/talks/rsvp_WrlMEwVSia0

### [Using AI for AppDev](https://prague.aitinkerers.org/talks/rsvp_UKbVFjothGU)

Using AI at scale for enterprise to generate maintainable code :)

- Event context: AI Tinkerers Prague June Meetup — 2026-06-12 — Prague
- Public talk page: https://prague.aitinkerers.org/talks/rsvp_UKbVFjothGU

### [Long](https://hong-kong.aitinkerers.org/talks/rsvp_gS_HYkNSquI)

With spec-driven AI development going mainstream and even Garry Tan making his own coding framework, I decided to build a framework myself with ALM (Application Lifecycle Management), Compliance as Code and AI Agents.

- 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_gS_HYkNSquI

### [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

### [How to Save 10% on Utility Patenting](https://ee.dream.page/talks/rsvp_NlcMAT_VYVs)

PSA - If you are like many patent seekers, your law firm will end up selling you continuations you don't need every time you file a utility patent application. End the gravy train! Get all your claims allowed in a single pass using the 1-minute hack at this link, no matter which patent firm you use: https://www.linkedin.com/feed/update/urn:li:activity:7440933596951007232/

- Event context: Eastside Entrepreneurs - Wednesday, May 6th - Special Event featuring VCs and Family Offices from 361firm — 2026-05-06 — Eastside Entrepreneurs
- Public talk page: https://ee.dream.page/talks/rsvp_NlcMAT_VYVs

### [Improving agents at scale - benchmarks, traces, self improvement loops](https://poland.aitinkerers.org/talks/rsvp_ixtLcvqt6EQ)

VIDOC - an automated code security tool that finds and fixes security issues in any code.

- Event context: AI Tinkerers Poland - Meetup in Gdańsk #1 — 2026-04-23 — Poland
- Public talk page: https://poland.aitinkerers.org/talks/rsvp_ixtLcvqt6EQ

### [Developing a PageRank for GEO/AEO.](https://singapore.aitinkerers.org/talks/rsvp_TBzKoSuUI0o)

Sharing a weekend project on how to track AI traffic + create content the gets indexed + crawled!

- Event context: AI Tinkerers Singapore: The Agentic Future & Dev/Eng Workflows — 2026-04-21 — Singapore
- Public talk page: https://singapore.aitinkerers.org/talks/rsvp_TBzKoSuUI0o

### [Building the One Human Company](https://ho-chi-minh-city.aitinkerers.org/talks/rsvp_vK-LGzCaLTk)

I'm building tools for solo founders to coordinate an army of agents to run multiple companies at the same time.

- Event context: AI Tinkerers Ho Chi Minh City: AI Coding Agents & Orchestrators — 2026-04-18 — Ho Chi Minh City
- Public talk page: https://ho-chi-minh-city.aitinkerers.org/talks/rsvp_vK-LGzCaLTk

### [Tinkerers / AI Growing WorldWide](https://santiago.aitinkerers.org/talks/rsvp_9zUr5V-XrvQ)

La mision y experiencia en IA de AI-Tinkerers por el mundo. +200 cuidades del mundo. Una en Chile.

- Event context: 🔥 AI TINKERERS - SANTIAGO / CAPÍTULO #10 / 2026 — 2026-04-16 — Santiago
- Public talk page: https://santiago.aitinkerers.org/talks/rsvp_9zUr5V-XrvQ

### [Testing Probabilistic Agentic Systems](https://seattle.aitinkerers.org/talks/rsvp_rAgDGYzTRs4)

Vaibhav explains why agentic systems need evaluation methods that account for probabilistic behavior, distribution shifts, and machine-speed execution. Using Face ID's COVID-era failure and examples of traditional tests missing real-world behavior, he shows how to test agents beyond deterministic pass/fail checks.

- Event context: AI Dev Tool Track — Seattle Meetup - April 13th, 2026 — 2026-04-14 — Seattle
- Public talk page: https://seattle.aitinkerers.org/talks/rsvp_rAgDGYzTRs4

### [How AI Agents Work, from while to wow!](https://paris.aitinkerers.org/talks/rsvp_cVHew7whhkA)

A clone of OpenCLAW to learn how it works

- Event context: AI Builders Meetup Paris - OpenClaw (featuring 42 AI & HEC Vibe) — 2026-03-26 — Paris
- Public talk page: https://paris.aitinkerers.org/talks/rsvp_cVHew7whhkA

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## More Results

- Next: https://aitinkerers.org/technologies/ai.md?page=2