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4-Hour In-Person Workshop in Singapore
Agentic AI Patterns: Code-Along Classroom

4 November

Early birdWas $195
IDR 1,230,000

Full refund before the event

supertype enterprise ai workshops
Limited Seats Available

4 November 2026

Agentic AI Patterns: Code-Along Classroom

A hands-on classroom for building robust, enterprise-grade Agentic AI applications using established patterns and practical implementation blueprints.

Agentic AI need more than a capable model. They need established patterns that govern agentic behavior, pipelines that manage data and knowledge, and reliable tools that make each answer useful and traceable.

Over four hours, we move from the building blocks of Agentic AI through the front-end and back-end of the Enterprise AI stack. We will code along to build a working application, exploring retrieval, knowledge management, tools, pipelines, and logging as we go. You will leave with practical blueprints for extending the same approach to your own AI use cases.

supertype workshops freebie

Agentic Patterns e-book included

Register early to receive the 60-page e-book on Agentic Patterns, revised for Q1 2026. This practical reference helps connect the patterns covered in class to your own AI applications.

Building Blocks and Agentic Patterns

Established paradigms for building robust Agentic AI systems.

  • Building Blocks of Agentic AI Systems.
  • Six Agentic AI Patterns and when to apply them.
  • Practical examples and case studies from enterprise AI implementations.
The Enterprise AI Implementation Blueprint

Grouping AI implementation into front-end and back-end phases.

  • Backend: ingestion, retrieval, and knowledge management.
  • Front-end: enterprise chatbots, AI Search, report generators, and more.
  • Four Enterprise AI Implementation Models.
Engineering Practices and Code-Along

An inside-out approach to building enterprise AI applications.

  • Four kinds of pipelines: initialization, trigger, periodic, and on-demand.
  • Memory-capable, retrieval-augmented, and logged AI applications.
  • AI servers, LLM-powered APIs, vectors, and databases.
  • Build and extend a working Agentic AI application with guidance.
The Enterprise AI Agentic Stack
The Enterprise AI Agentic Stack
Agentic Patterns for enterprise applications
Agentic Patterns for enterprise applications
A practical implementation blueprint
A practical implementation blueprint

Your Instructor

Samuel Chan

Samuel Chan

I am a 3-time software entrepreneur (currently Sectors, Algoritma and Supertype, with 1 successful exit). Between 2013 and 2017, I have built and sold a company that operates in the space of chatbots, natural language AI and marketing automation whilst living between Beijing, Tokyo and my home town Singapore. I am also a prolific contributor on GitHub, with many open source tools, libraries, and open courses on Large Language Model and Computer Vision.

  • Prolific software entrepreneur (Audience Kit, HyperGrowth (sold), Growth Bot (sold), Sectors Financial Data Suite, Viably) over 2 decades while living and building engineering teams in Singapore, Beijing, Tokyo and Jakarta.
  • First in Southeast Asia to receive certification in Microsoft Data Science professional program (2014) and certification in MongoDB (2014). Also recipient of Graph Analytics for Big Data from UC San Diego, Machine Learning by Stanford (2016). First recipient in Asia for RStudio's certification program.
  • Accredited instructor (NTUC Singapore, IBF Singapore) and guest lecturer in various institutions including University of Indonesia, Institute of Technology Bandung, Ngee Ann Polytechnic and Singapore Institute of Technology
  • In-house consultant to SEGA-backed goGame, publisher of Disney Crossy Road, Big Hero 6, Adaro (IDX: ADRO) group of companies and ex-employment at DNP Group (TYO:7912), Gumi (TYO:3903), DianDian FunPlus (600634.SH), year-long consulting at Beijing, Tokyo between 2011 and 2016.
  • Contributor to various publications including the Logistics Institute by NUS (National University of Singapore)

Veteran AI Educator

Taught AI Development to over 17,000 students since 2020 and an active contributor to LLM tooling and open source work.

> 270,000

YouTube Views on LLM Generative AI Series (youtube.com/samuelchan)

929 Stars

on LLM education series: GitHub (@onlyphantom/llm-python)

40+

Open source scripts and LLM tooling resources on GitHub (@onlyphantom)

> 2.2 million

People reached on my StackOverflow (@onlyphantom) account

116 Badges

Recognized contributor on AI topics, Python and R on StackOverflow

18+ Years

Of software engineering, enterprise analytics & AI engineering experience

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Description

A 4-hour, in-person code-along classroom in Singapore on building robust, enterprise-grade Agentic AI applications with established patterns and practical implementation blueprints.

Event Details

  • Date: November 4, 2026
  • Time: 13:00 - 17:00 (GMT+8)
  • Venue: Waterloo Centre, Singapore
  • Instructor: Samuel Chan

Ticket Prices

Workshop Seat$69 · IDR 1,230,000

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Kevin Sanjoto, CEO-Founder of Pegipegi and 3 AI startups Indonesia

I took your AI Search Engine course a while ago and really enjoyed it.
The course was incredibly insightful and full of practical knowledge for engineering AI products in the real world. I also love the way you teach, very engaging, structured, and intentional.

Kevin reached out to us after the workshop, and we hit it off right away. We're thrilled that Kev is now a trusted advisor at Supertype.

Kevin is one of 1,892 students across

1,249 participants from Indonesia have attended our workshops.

Saya merasa senang karena memperoleh ilmu baru, khususnya terkait data analytics.
Overall, kelasnya menarik dan sangat interaktif. Panitia yang terlibat juga aktif dan solutif. Terima kasih Supertype atas kesempatannya 🥳🙌

Yogha Hari Purnomo

Financial Analytics in Google Sheets, Looker BI, and Microsoft Excel

I am still getting used to using chatgpt, but yesterday's course was fantastic. I used to think financial services were just statistics, but it turns out they can be used as storytelling with the help of LLM. I appreciate the exceptional training and the time you invested.

Sabrina Nurindra Putri

Generative AI for Finance and Investing

💡 This workshop truly opened up a new perspective on how AI can elevate search to the next level! 🚀 Thanks to Mr. Samuel Chan, Supertype for such an insightful session!

Noer Barrihadianto

Building Search Engines in the era of AI

Apologies for reaching out this late in the evening, but I was really engrossed in the workshop session earlier. Great job on the presentation 👋! I gained a lot of valuable insights, both technical (like using LangChain) and non-technical (such as stock market insights). Thank youfor the informative session. Can't wait for future sessions 👋

Andi Alifsyah Dyasham

Generative AI for Finance and Investing

We built an AI-powered Search Engine

Supertype is the developer of the region's leading financial search engine, Sectors Search.
It has detailed, unparalleled coverage on more than 2,000 public and private companies across Indonesia and Singapore. The underlying AI server is fully architected in-house by Supertype; it services 40,000 monthly users, and is used by some of the largest financial institutions in the region as a critical part of their investment research and fintech infrastructure.

Sectors Search supports first-class natural language queries, keyword search, part-of-name search and other advanced AI features, powered by a custom-built AI infrastructure engineered by Supertype.

Taught by Industry Experts

Companies are racing against time to build better information-retrieval systems that can help them make mission-critical decisions faster and more accurately. Being the technology partner for some of the largest institutions in the region, Supertype is at the forefront of these developments and is excited to be organizing a live, in-person online workshop on AI engineering.

Last Updated on September 2026

Tired of outdated tutorials in the fast-moving landscape of AI? Us, too. This workshop is constantly updated in an ongoing Github Repository by the course author, and uses the latest version of all libraries (crucially LangChain and LangGraph). It teaches you all the skills required to build intelligent conversational AI Agents, using the same toolkit that we deploy for our clients at Supertype.

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Next Steps

1. Purchase a ticket for the workshop

After you have purchased a ticket for the workshop, you will receive an automated email with a link to details on joining the workshop.

2. Add the dates to your Calendar

We automatically send you a reminder close to the event day itself, but we also recommend adding the event to your calendar.

3. Prepare for the workshop

Sign up for a Sectors account and drop a 👋 Hi at our Discord channel so we have a way to reach you and provide support and mentorship to our Full Workshop members. We will also credit your Sectors account with the 3,000 API credits so you can start building your Agentic AI systems post-workshop (Full Workshop members only).

Frequently Asked Questions

How are the sessions delivered?
Online via Zoom, unless the event page lists an in-person venue.
Do I need prior experience to attend?
Each workshop lists its difficulty and intended audience on the event page, and many are designed to be beginner-friendly.
Will I receive a certificate?
Workshops that include a graded certificate award it on completion — check the event's learning toolkit for what your ticket covers.
Are recordings included?
Tickets that include recordings provide high-resolution video so you can revisit the material after the workshop.
What do I need to participate?
A laptop and a free Sectors account are enough to follow along; some workshops also provide API credits to build live during the session.
What if it's not what I expected?
Not what you expected? You can request a full refund any time before the workshop begins.