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**Build. Ship. Demo. Vol 1: corehire.ai**
We're excited to kick off this new series focused on what it actually takes to build with AI, from first prototype to shipped product.

In this meetup, we'll walk through what it looks like to build, ship, and demo a real AI product, from the first idea to something people are actively using.

From Idea to Impact: Building Real AI Products
corehire.ai started as a demo at an MLT meetup. Now it's a shipped product used in real hiring decisions. This is the story of how we built it. The session includes a live demo, showing the product as it exists today, followed by an open discussion about architecture, trade-offs, and lessons learned from putting AI into production.

This is an MLT-style builder meetup: practical, open, and focused on learning from real systems.

We'll use corehire.ai as a concrete case study and cover:

  • How the product was designed and built, step by step
  • Key technical and product decisions along the way
  • How AI, data, and UX come together in practice
  • What we learned by shipping and iterating with real users
  • The real-world impact: how people use the product and where it creates value

Who should attend

  • Engineers and ML practitioners
  • Product managers building AI-powered features
  • Founders working on applied AI products
  • Recruiters and hiring managers interested in using AI in their workflows

Come to see how a real AI product is built and shipped. Leave with practical insights you can apply to your own work. Presented by Jayson Cunanan, in conversation with Suzana Ilic.

**About corehire.ai**
**corehire.ai** — Your AI-powered recruiting copilot that sources, screens, and matches top talent in minutes, not hours or days. By combining deep candidate insights with customizable automation and context-aware matching, corehire takes the grunt work out of hiring so your team can focus on making decisions. Intelligent deep search, real-time talent pipelines, and data-driven fit scores make hiring faster and more effective. https://www.corehire.ai/

About Jayson Cunanan
Jayson Cunanan is a Solutions Architect for Enterprise AI at Capgemini and the creator of corehire.ai. He's also the founder of JimakuAI, a Japan-based startup automating subtitle translation, and mentors VibecodersPH, a developer community experimenting with vibe coding to learn fast, build real projects, and land real work.

About Suzana Ilic
Suzana is the Founder of MLT and currently a Principal Product Manager at Microsoft CoreAI, based in New York City.

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Related topics

Artificial Intelligence Applications
Deep Learning
Natural Language Processing
Neural Networks
New Technology

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