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SPEAKING.
AI
TALKS.

AI talks and workshops built from shipped systems, not slides.

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Clean minimalistic architecture

AI talks and workshops built from shipped systems, not slides.

Seminars, workshops, guest lectures.
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01 · speaking
Talks that open up real systems.
[SYS>SPEAKING]
Seminars and workshops
Talks that open up real systems.
Abstract glossy black organic form

For Sudais, a good talk isn't a slide deck. It's a working system, opened up on stage so the room can see how it behaves.

Sudais Khalid speaks at seminars, university workshops, hackathons, and meetups on agentic AI, MCP, machine learning, and shipping AI to production, in English or Urdu, in person or online worldwide.

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AGENTS
SHIPPING
VISION
MERN
[sys>speaking]

Founder of the AI Innovation Society at STMU and director of Digital Health Summit 4.0. Each track runs as a keynote, a technical talk, or a hands-on workshop.

TOPICS.
agents
(01)
AI agents and multi-agent systems with MCP
(02)
Tool design for agents that know when to stop
(03)
Live builds with Claude Code

Building agents that are safe to ship

How agentic AI actually works under the hood: tool calling, the Model Context Protocol, bounded agent loops, and why an agent's tool surface should change with its context. Drawn from ProdPilot and Tabula, with live demos.

01
shipping
(01)
From notebook to production with Docker and CI/CD
(02)
vibe-ship and ProdPilot as case studies
(03)
Hardening vibe-coded apps

From vibe coding to production

Why most AI projects die on localhost, and the exact steps that get them out: containers, pipelines, health checks, secrets, and scanning. Built on vibe-ship, the open-source Claude Code skill he maintains.

02
vision
(01)
Face recognition with ArcFace and FAISS
(02)
Classical NLP for English and Urdu
(03)
Evaluating models on real-world data

Applied computer vision and NLP

What changes when deep learning meets messy real data: face recognition at event scale, bilingual NLP pipelines built from scratch, and the evaluation habits that separate a model from a product.

03
mern
(01)
MERN stack apps with AI built in
(02)
React, Node.js, Express, and MongoDB
(03)
Hands-on workshops for students and teams

MERN stack meets machine learning

A hands-on workshop format for students and engineering teams: wiring ML and LLM features into React, Node.js, Express, and MongoDB apps, then deploying them properly. Tailored from beginner to advanced.

04
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