Curated. Technical. No fluff.

The global community for hands‑on AI builders.

Curated rooms for people shipping with foundation models. Bring working code, share what broke, and leave with sharper judgment, trusted peers, and momentum for what you build next.

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Hackathons (90d)

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No slides. Demo the thing.

We focus on demos, code, and technical insight. No sales pitches, no generic AI panels. Working systems set the agenda.

Innovate. Share what broke.

Bring side projects, unfinished systems, architecture notes, trade-offs, and failure modes. The room is built for candid technical work.

Local rooms. Global signal.

Each city protects the room locally while contributing to a shared global standard for serious AI builders.

Standard

Working code beats hype.

Demos, traces, systems, and scars carry more weight than predictions.

Belief

Practitioners, not spectators.

The future of AI is built by people close enough to the work to show it.

Room Rule

Demos over decks.

If it matters, bring the thing and show how it behaves.

Like the Homebrew Computer Club, AI Tinkerers is built around small rooms where practitioners compare notes before the path is obvious.

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Recent Talks & Demos

Michael
Self-Hosting Models: Real Costs
Aug 20
Discover the true cost of self-hosting open weight models, revealing surprising integration savings and a novel, zero-label evaluation method.
Michael San Diego
AWS Amazon S3
Nishaanth
Ubiklaw: Local Voice-to-Dashboard Agent
Aug 19
Ubiklaw transforms an Android tablet into a local, voice-controlled dashboard, letting AI choose bounded JSON state for a persistent household display.
Nishaanth Seattle
Chuqing
RAG Song Recommender: System Design
Aug 19
This RAG system uses semantic lyric retrieval and emotion awareness for song recommendations, proving better AI stems from data and design, not just more AI.
Chuqing Orange County
Coleman
DeepSeek: Small Model Advantage
Aug 19
Autonomous loop tests small models against real traffic, proving their potential to replace large ones safely before rerouting.
Coleman New York City
Yusuf
Compiled LLM: 100MB, Fast Start
Aug 18
We compiled a 1 trillion parameter LLM into a 100MB binary that cold-starts in fifteen seconds, running directly on hardware without Python.
Yusuf Palo Alto
Yousaf
AI Pre-Consultation in Healthcare
Aug 15
AI pre-consultation streamlines patient intake by securely redacting PHI before analysis and routing summaries via HL7 to clinic systems.
Yousaf Islamabad Rawalpindi
LiveKit OpenAI
Vaibhav
BAML: Agent Language, No Escapes
Aug 15
BAML is a programming language designed for AI agents, eliminating type-safety escape hatches common in human-focused languages, ensuring invalid states are unrepresentable.
Vaibhav Da Nang
Vasco
Pulse: Proactive Product Management
Aug 14
Pulse proactively guides product decisions by analyzing data, suggesting experiments, and generating PRs, evolving from scheduled reports to an LLM-powered product brief.
Vasco Bremen
Learn More

Always Curated

Chidiebere K.
founder, security
AI/ML Machine Learning
Kaung Htet S.
AI engineer, labs
AI Agent Development Python
Basil J.
staff software engineer
React Native Node.js
Jayeeta P.
senior data scientist, NLP
Natural Language Processing Generative AI
Juliana B.
staff software engineer
Distributed Systems Java Spring Boot
Karthikeyan R.
SDET architect, Trellix
Test Automation Java
Alexander G.
founder, AI startup
AI engineering Product engineering
Slava M.
lead of gen AI
AgTech innovation software engineering
Jason L.
software engineer, AI
AI agent development eval infrastructure
Joey J.
CTO, AI startup
AI agent orchestration Full-stack product development
Bogdan G.
data engineer, finance
AI Engineering Data Systems
Suprad P.
software engineer, AI/ML
Python Java
Scott S.
lead software engineer
TypeScript React/Next.js
Nila M.
data scientist, AI/ML
Deep Learning Machine Learning
Varun P.
ML engineer, AI startup
NLP Machine Learning
Zi Z.
CTO, security startup
Agentic Systems Distributed Systems
Allan C.
AI engineer, legal tech
RAG Agentic AI
Vela G.
AI engineer, voice AI
AI Voice Products LLM-powered Search
Omid M.
cloud database engineer
Cloud platforms (AWS Azure)
Mohammadmahdi M.
ML researcher, founder
Reinforcement Learning Computer Vision
Julian T.
founder, ML compiler
Compiler Design & Code Generation GPU Compute
Stefen E.
ML engineer, Knovel Protocol
RAG NLP
Naman R.
senior SDE, Amazon
Generative AI AWS
Haonan C.
founder, AI products
AI product management Machine learning
Anton K.
software engineer, tech
Generative AI React
Doug S.
Founder, martech
TypeScript React
Leandra T.
founder, edtech
Machine Learning Human-Computer Interaction (HCI)
Julian C.
founder, AI platform
AI product development Full-stack development
Vinith J.
founder, healthtech
Multimodal AI Voice AI
Teh Kok H.
ex-CTO, unemployed
AI/ML Development Python
Justin A.
sr eng manager, big
Detection & Response Vulnerability Management
James F.
founder, AI systems
AI systems strategy and implementation Digital growth and systems coordination
Vishal Vincent J.
data science research manager
Agentic LLM Workflows Geospatial Machine Learning
Muhiim A.
researcher @ university
AI/ML Project Development Natural Language Processing
Raghunandan R.
data scientist, non-profit
LLM evaluation Data pipelines
Vikram S.
software engineer, AI
Python JavaScript/Node.js
Chandrasekar R.
generative AI PM
Agentic AI LLM Integration
Sanjay K.
software engineer, 5G tech
GoLang Kubernetes
Amin Ben S.
ML researcher, biotech
Machine learning Software engineering
Georgy T.
founder, AI automation
AI agent architecture Automation systems
Ruth Moraa N.
software developer, digital health
TypeScript React
Jak A.
founder, AI systems
Search Infrastructure Distributed Systems
Adam B.
ML engineer, Databricks
Machine learning Software engineering
Joe H.
founder, AI community
AI product strategy technical leadership
Matthias B.
cloud architect, SaaS
Apache Beam Google Cloud Platform
Antoine C.
CTO, cybersecurity startup
AI-powered Cybersecurity Offensive Security Engineering
Arul Thileeban S.
software engineer @ Bloomberg
Go C++
Chad C.
CTO, theautomators.ai
.NET Blazor
David B.
CEO, AI research lab
AI-first Product Development Multi-agent Orchestration
Jonathan C.
software engineer, AI
LLM Observability Machine Learning
Riccardo M.
CEO, AI startup
Agentic AI Multi-agent Architectures
Luke L.
co-founder, AI startup
AI/ML Systems Design Enterprise ML Infrastructure
Alejandro Daniel N.
software engineer, AI/ML
Machine Learning Python
Nik B.
ML & software engineer
ML Systems Engineering Computer Vision
Cao T.
research engineer, AI/ML
Python Machine Learning
Samarpartap P.
founder, voice AI
Real-time Voice AI LLM Orchestration
James F.
founder, software agency
Software Engineering Backend Development
Yogananda T.
senior architect, finance
Azure GCP
Ng Shuang Y.
AI engineer, Lenovo
Deep Learning Model Fine-tuning Anomaly Detection
Myroslav V.
CTO, AI apps
AI Integration Python/Flask
Ghalim S.
solutions architect, AI studio
AI systems design LLM application development
Eryk M.
senior ML engineer
Machine Learning Data Science
ABDul R.
AI security researcher
AI Security & LLMs Red Teaming Threat Modeling & Edge-Case Analysis
Luca P.
director of AI, SaaS
AI/ML applications Cloud architecture
Vincent A.
founder, AI startup
Applied AI Computational Biology
Daniela V.
data science lead
Python Bioinformatics
Jegosh J.
software engineer, Apple
Inference Optimization LLM Inference Engineering
Danijel S.
solutions architect, finance
Data Engineering Apache Spark
Paul G.
CTO, AI/Web3 startup
Full-stack engineering AI & RAG pipelines
Aya S.
CTO, ko-br
Physical AI Reinforcement Learning
Yanis C.
software engineer, AI safety
LLM evaluation Multilingual guardrail systems
Naga Venkata Sai C.
AI engineer, fintech
LLM Fine-Tuning Multi-Agent Systems
Dave O.
head of product, healthcare
Product Management Mobile App Development (iOS/Swift/SwiftUI)
Zahra A.
data scientist, stealth startup
Machine Learning Large Language Models (LLMs)
Samuel M.
CTO, AI healthcare startup
AI & Data Products LLM implementation
Jamilton Alonso Quintero O.
CTO, AI startup
Java Spring Boot
Mitesh K.
AI engineer, healthtech
Generative AI Machine Learning
Shruti K.
principal data scientist, healthcare
Predictive modeling Natural language processing (NLP)
Kanjun Q.
CEO, AI startup
AI leadership Software engineering
Vishaalini M.
data scientist @ CPG
AI/ML Systems Deployment Generative AI

Thank you for organizing the event. It is a wonderful space to meet others that are also passionate about building things.

It was my first event. The community was welcoming and great! Appreciated the demos and examples with practical applications.

This was my first time attending the event, and getting to present was so much fun! Looking forward to attending more!

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