# AI models Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/ai-models
> Markdown URL: https://aitinkerers.org/technologies/ai-models.md
> Technology record last updated: 2026-02-23T11:01:33Z
> Generated: 2026-09-23T08:51:30Z

Trained algorithms (e.g., deep neural networks) that process massive data sets to autonomously execute tasks: prediction, classification, or content generation (like GPT-4).

AI models are mathematical frameworks, often deep neural networks, trained on vast datasets to identify complex patterns and make autonomous decisions. Foundation models (e.g., Llama 3, Gemini) are pre-trained on trillions of tokens and billions of parameters, offering a versatile base for diverse applications. Key use cases span industries: predictive analytics in finance, computer vision for autonomous vehicles, and generative AI for creating text and images. These models are the core engine driving modern, intelligent automation, improving accuracy and efficiency across the board.

- Official technology site: https://www.ibm.com/topics/ai-model
- Public AI Tinkerers demos and talks: 6
- Result page: 1 of 1

## Recent Public Talks and Demos

### [Asset Management & AI: tech enablers, pre-requisites and examples of things that will grow](https://milan.aitinkerers.org/talks/rsvp_KVbq3zuxqvk)

In Generali Asset Management we have a series of live AI models in Asset management that are generating Alpha (investment returns) for clients and shareholders. These are advanced in terms of AI technology and advanced in terms of Asset Management usage. The talk will give a quick overview of the technology and then explore what are the pre requisites for this technology to work and then finally what I think will be coming next.

- Event context: AI Tinkerers Milan - February 24, 2026 - Agentic Orchestration in Financial Services: Architectures & Demos — 2026-02-24 — Milan
- Public talk page: https://milan.aitinkerers.org/talks/rsvp_KVbq3zuxqvk

### [From Image to Structured Data: Building a Local AI Document OCR Platform for Administrative Workflows](https://tokyo.aitinkerers.org/talks/rsvp_Vs-o12h3f_U)

Administrative and compliance-heavy professions still rely heavily on paper and scanned documents. However, sending sensitive documents to cloud OCR or AI services is often not acceptable due to privacy, regulatory, or client confidentiality requirements. In this talk, I will present a professional web-based OCR processing platform designed for secure, local-first document handling — with a focus on real-world administrative document workflows such as those handled by 行政書士 professionals.

- Event context: AI Tinkerers Tokyo - Toranomon Meetup - February 19, 2026 — 2026-02-19 — Tokyo
- Public talk page: https://tokyo.aitinkerers.org/talks/rsvp_Vs-o12h3f_U

### [Combining end-to-end encryption with multiple AI models in Doctor Dok](https://poland.aitinkerers.org/talks/rsvp_HlA0hR8KwbQ)

Creator of Doctor Dok, ex-CTO & Co-Founder Catch The Tornado

- Event context: AI Tinkerers Poland - First Inaugural Meetup in Warsaw (November) — 2024-11-21 — Poland
- Public talk page: https://poland.aitinkerers.org/talks/rsvp_HlA0hR8KwbQ

### [Own Your AI - Deploying a Consumer GPU Fleet in Production](https://chicago.aitinkerers.org/talks/rsvp_oTZLGL_T6Eg)

Datacenter GPUs are expensive. Hosting at home is doable, but you deal with power, bandwidth, network availability, and space. How do you scale a GPU homelab in production? Here are all the tactical insights I've learned from financing & importing hardware, negotiating contracts, planning, and operating rack inside of Digital Realty for the purpose of hosting AI models.

- Event context: AI Tinkerers Chicago June Meetup — 2024-06-18 — Chicago
- Public talk page: https://chicago.aitinkerers.org/talks/rsvp_oTZLGL_T6Eg

### [Revoice](https://berlin.aitinkerers.org/talks/rsvp_of07oQya-TQ)

I will present a voice cloning technology that can copy the voice using as little as 10 seconds of speech. In data efficiency and voice cloning accuracy, it outperforms successful commercial solutions such as ElevenLabs. It is released as a mobile app, but we are looking to make it a service.

- Event context: AI Tinkerers Berlin - March 21 — 2024-03-21 — Berlin
- Public talk page: https://berlin.aitinkerers.org/talks/rsvp_of07oQya-TQ

### [Using AI to help refugees navigate German bureaucracy](https://berlin.aitinkerers.org/talks/rsvp_w3v87qqJmXM)

I've created a telegram bot to help Ukrainian refugees to deal with German bureaucracy. it's been popular lately as I found the killer use case - take a picture of a German letter you received and ask questions about it. I'm happy to share the tech behind it.

- Event context: AI Tinkerers Berlin - March 21 — 2024-03-21 — Berlin
- Public talk page: https://berlin.aitinkerers.org/talks/rsvp_w3v87qqJmXM

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