Talks & Trainings

Presentations & training material

Talks given at conferences, meetups, and briefings - plus the classes and training sites I have built. Decks built for this site are hosted here; everything else links to slides and materials on GitHub.

Featured walkthrough · ABC #11

Qwen in Claude Code,
via ModelScope

Get your ModelScope API key, connect your familiar coding harness, and take home the launcher, thinking adapter, and setup guide.

View the five-minute presentation →
01

Prompt Fight: AI Bros vs. Insurance Pros

A live D&O underwriting face-off. ANDREW, an agent running on my local AI setup, researches Sheng Siong Group's public filings, drafts a cited worksheet, and prices a S$10m limit in code, with a human signing off.

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02

Everyone Gets a Jarvis

The revised Human in the Loop conference talk: how bounded agents package colleagues' expertise while people retain authority, judgment, and customer relationships. Full deck hosted on this site.

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03

Human in the Loop

How Success IT uses Zach and Insa behind the scenes to expand staff capability while keeping customer relationships and production authority human. Full deck hosted on this site.

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04

Qwen in Claude Code, via ModelScope

A five-minute walkthrough: create a ModelScope account, get an API key, connect Claude Code to Qwen, and register for ModelScope access. Includes the setup-repository QR, registration QR, and speaker notes.

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05

Local Qwen, Real Work

How I run Qwen 3.8 locally on DGX Spark, connect it to my coding harness, and evaluate local Qwen and Qwen Max on real code-review and product-build tasks. Full deck hosted on this site.

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06

How Success IT's AI Agents Work

A technical briefing on the workflows, controls, durable state, and human approval points behind Success IT's AI agents. Full deck hosted on this site.

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07

How Software Actually Works

A two-hour foundations class: terminal, files, frontend/backend/database, how browsers work, deployment, git — and how to brief AI agents. Interactive step animations, quizzes, and a hands-on todo-app build.

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08

CWC Tokyo reconstructed archive

Seven workshop and founder-stage sessions from Code with Claude Tokyo Extended, reconstructed from my event photos into a browsable archive, hosted on GitHub.

Archive on GitHub
09

OpenClaw security talk

Talk materials and scripts on security in agentic systems, hosted on GitHub.

Materials on GitHub