# API Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/api
> Markdown URL: https://aitinkerers.org/technologies/api.md
> Technology record last updated: 2026-02-23T08:01:22Z
> Generated: 2026-09-22T11:36:30Z

The Application Programming Interface (API) is the digital contract that allows two separate software systems to communicate and exchange data, typically JSON, securely over a network.

An API is the essential communication layer: it defines the methods (GET, POST, DELETE) and the data structures (often JSON) for two distinct software applications to interact. This interface acts as a secure intermediary, managing authentication (via API keys or OAuth 2.0) and ensuring only authorized data is exchanged between the client and server. For example, the Stripe API handles billions of dollars in payments by exposing a single endpoint for a charge request, while the Google Maps API allows a third-party application to request and display complex map data, saving millions of development hours and enabling rapid feature deployment across the modern web.

- Official technology site: https://www.postman.com/what-is-an-api/
- Public AI Tinkerers demos and talks: 19
- Result page: 1 of 1

## Recent Public Talks and Demos

### [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

### [BegooAI: An interactive presentation companion](https://geneva.aitinkerers.org/talks/rsvp_nIe8XH3fDrk)

BegooAI turns any presentation into a two-way conversation: audience members scan a QR, ask questions in their own language on their phone, and get answers grounded in the live transcript plus the speaker's shared materials. Real-time, multilingual, and private to each participant.

- Event context: AI Tinkerers Geneva Inaugural Meetup - May 2026 — 2026-05-13 — Geneva
- Public talk page: https://geneva.aitinkerers.org/talks/rsvp_nIe8XH3fDrk

### [ViteVoyage](https://lausanne.aitinkerers.org/talks/rsvp__1PvyFZ3DEs)

AI powered travel planner

- Event context: AI Tinkerers Lausanne April 2026 Meetup — 2026-04-30 — Lausanne
- Public talk page: https://lausanne.aitinkerers.org/talks/rsvp__1PvyFZ3DEs

### [Training AI Like a Dog: What Behavioral Science Reveals About Model Alignment](https://chicago.aitinkerers.org/talks/rsvp_pdXZi3kLrDs)

A behavioral auditing and intervention system that runs alongside a language model in real time, detecting drift, entropy, and reward signal dysfunction while correcting for root cause rather than surface behavior. Built off-API on a local small model with no GPU using operant conditioning principles from high-stakes K9 training as the architectural foundation.

- Event context: AI Tinkerers Chicago: April Meetup ft OneTwoLoop — 2026-04-14 — Chicago
- Public talk page: https://chicago.aitinkerers.org/talks/rsvp_pdXZi3kLrDs

### [Claude Code as an api](https://la.aitinkerers.org/talks/rsvp_1gHBwmYPbT4)

Show how to work with an open sourced version of claude code for use with ollama to generate runnable code

- Event context: January 29th - LA AI Tinkerers Meetup & Demos (w/ Special Guest Alibaba WAN) — 2026-01-30 — Los Angeles
- Public talk page: https://la.aitinkerers.org/talks/rsvp_1gHBwmYPbT4

### [Bodhi App - Run LLMs locally](https://bengaluru.aitinkerers.org/talks/rsvp_AylPIDyUhYk)

Bodhi App allows you to run LLMs locally, saving you cost and giving you complete privacy for your data. Whereas ollama gives you ability to do the same, Bodhi is targeted to wider audience and does not assume that you understand API, CLI, frontend/backend, and unlocks the power of open source LLMs for everyone with a device.

- Event context: AI Tinkerers - Bengaluru - March Meetup — 2025-03-04 — Bengaluru
- Public talk page: https://bengaluru.aitinkerers.org/talks/rsvp_AylPIDyUhYk

### [The power of open-source: DeepDive, PodcastLM, LLM Chess Arena](https://amsterdam.aitinkerers.org/talks/rsvp_0S5jFpLk4Ew)

I go over how with DeepSeek the paradigm has shifted, the notion that open source models are not good enough is gone. In this talk we go over three different fully-open source projects I made that try and explore the ways people can utilize open-models to create similar versions of Big Tech products and provide them with access to these open-source projects.

- Event context: AI Tinkerers Amsterdam - February Edition — 2025-02-26 — Amsterdam
- Public talk page: https://amsterdam.aitinkerers.org/talks/rsvp_0S5jFpLk4Ew

### [Open-webui](https://la.aitinkerers.org/talks/rsvp_w8PbjVdxkWY)

How to leverage multiple LLM's (local or api endpoint) within a polished framework live demo arxiv rag pipeline I've been developing using a pipelines solution

- Event context: Feb 24 - LA AI Tinkerers Meetup & Demo — 2025-02-25 — Los Angeles
- Public talk page: https://la.aitinkerers.org/talks/rsvp_w8PbjVdxkWY

### [Automating Colab-to-API Deployment](https://boston.aitinkerers.org/talks/rsvp_wzvMa8vbzHs)

I'll demo a pipeline I'm working on to convert Colab notebooks into production-ready APIs.

- Event context: AI Tinkerers Boston November Meetup — 2024-11-25 — Boston
- Public talk page: https://boston.aitinkerers.org/talks/rsvp_wzvMa8vbzHs

### [Building an AI native react compiler](https://sf.aitinkerers.org/talks/rsvp_Uclf5DSEUm8)

I'm working on Prototyper, a browser-based IDE built from the ground up to work with LLMs. I'll demonstrate how API design can be optimized for Large Language Model (LLM) interactions, creating an extensive toolkit for AI-assisted development. Prototyper uses a completely new code compilation runtime that I've built to natively support real time collaboration and LLM integration. Key points: - Implementing NPM support in a browser context - Developing file system support for AI agents - Adapting to different runtime environments - Showcasing LLM interactions with these specialized APIs

- Event context: AI Tinkerers - Halloween Edition - October 2024 Meetup — 2024-10-23 — San Francisco
- Public talk page: https://sf.aitinkerers.org/talks/rsvp_Uclf5DSEUm8

### [LLM powered email phishing simulation](https://dublin.aitinkerers.org/talks/rsvp_2NdkJZ-bnY4)

Companies use phishing simulation to train employees and prevent the loss of company assets through this malicious but very effective technique, llm powered lure generation show cases just how quick easy and personalised phishing has become and how it can be produced at scale

- Event context: AI Tinkerers - Dublin Inaugural Meetup (September) — 2024-09-05 — Dublin
- Public talk page: https://dublin.aitinkerers.org/talks/rsvp_2NdkJZ-bnY4

### [subtl.ai - Private perplexity.ai style engines for everyone!](https://palo-alto.aitinkerers.org/talks/rsvp_xv8At4jMSD4)

subtl.ai is the closest implementation out there to a private perplexity, we let you connect our lightweight LLMs or your LLM of choice to unstructured data at scale - from documents to videos, knowledge databases and even YouTube videos!

- Event context: AI Tinkerers - Palo Alto - August 2024 @ Groq — 2024-08-23 — Palo Alto
- Public talk page: https://palo-alto.aitinkerers.org/talks/rsvp_xv8At4jMSD4

### [RAGgaeton: Scaling AI-Augmented Writing for Any Content Type](https://singapore.aitinkerers.org/talks/rsvp_Xr1XE4N43z4)

RAGgaeton is a package that leverages Retrieval Augmented Generation (RAG) to automate and enhance content creation. By breaking the writing process down into various endpoints and modularising content as reusable blocks, this tool allows anyone to leverage AI "research assistants, writers and editors" to help you go from idea to a complete article.

- Event context: AI Tinkerers Singapore: Inaugural Meetup - August 2nd, 2024 — 2024-08-02 — Singapore
- Public talk page: https://singapore.aitinkerers.org/talks/rsvp_Xr1XE4N43z4

### [Automating building, deployment and maintenance of AI with AI agents](https://london.aitinkerers.org/talks/rsvp_pfh4cKzrGok)

Nowadays, everyone wants to integrate AI into their products or workflows, but building and maintaining AI models remains challenging, especially for non-experts. Weco uses AI agents to help developers implement AI features without dealing with low-level details like prompt engineering, model selection, output structuring, or writing machine learning code. Users submit task descriptions in natural language, and our system provides an API endpoint for the requested AI feature.

- Event context: AI Tinkerers London - July Meetup — 2024-07-09 — London
- Public talk page: https://london.aitinkerers.org/talks/rsvp_pfh4cKzrGok

### [OpenSesame Demo](https://toronto.aitinkerers.org/talks/rsvp_7C5CZ6quT8M)

OpenSesame is a plug-and-play API that detects AI hallucinations and improves response accuracy for companies using LLMs. Our platform leverages context-based information to detect hallucinations in LLMs with precision. By ensuring accurate and error-free text generation, we provide a reliable solution for enhancing AI outcomes.

- Event context: AI Tinkerers - Toronto - June 2024 Meetup — 2024-06-27 — Toronto
- Public talk page: https://toronto.aitinkerers.org/talks/rsvp_7C5CZ6quT8M

### [Fixing my holiday pics](https://amsterdam.aitinkerers.org/talks/rsvp_s3ZXJNkx5-k)

I want my shitty iPhone pics to look like they've been made by a professional photographer with a DSLR. I want to show some Stable Diffusion workflows I've been building and how to make it into a live API

- Event context: AI Tinkerers Amsterdam - June — 2024-06-20 — Amsterdam
- Public talk page: https://amsterdam.aitinkerers.org/talks/rsvp_s3ZXJNkx5-k

### [LMNT: Surreal TTS and Voice Clones](https://palo-alto.aitinkerers.org/talks/rsvp_AIBN84aLfXU)

LMNT is an API for AI-powered generative speech synthesis, including text-to-speech (TTS) and voice cloning. Our TTS model is the best in the industry, with consistently low latency (~150ms between input and output), reliable service (competitors often experience multi hour long outages), and superb speech quality (we infuse the human “LMNT” in our speech models!). It can be useful in a variety of contexts, including supporting accessibility services, language learning, content creation, video narration, and many more. I would love to demo our newest model's capabilities (currently unreleased to the public) and answer everyone's questions about our vision for the future of AI-generated emotive speech.

- Event context: AI Tinkerers Palo Alto - June 2024 Meetup — 2024-06-12 — Palo Alto
- Public talk page: https://palo-alto.aitinkerers.org/talks/rsvp_AIBN84aLfXU

### [Bolna](https://bengaluru.aitinkerers.org/talks/rsvp_3yPJ5QnuWNU)

Bolna is the end to end infra to build, deploy and manage human-like voice AI agents. We provide a single API for voice conversational orchestration, taking care of human-like nuances (such as interruption handling, background noise detection etc.) to ensure high-quality low-latency conversations. Our orchestration is open-source and modular, allowing users to use open-source models for better pricing.

- Event context: AI Tinkerers - Bangalore Inaugural - RSVP REQUIRED — 2024-06-02 — Bengaluru
- Public talk page: https://bengaluru.aitinkerers.org/talks/rsvp_3yPJ5QnuWNU

### [Blablabeats](https://sf.aitinkerers.org/talks/rsvp_meV9I9OJw40)

Live sitcom sound track

- Event context: 🤖🔄🧠 AI Tinkerers SF - August Meetup — 2023-08-10 — San Francisco
- Public talk page: https://sf.aitinkerers.org/talks/rsvp_meV9I9OJw40

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