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PulseVectorHumble

AI Certified Partner Enterprise Ready

Conversations That Shape Tomorrow

We run practical workshops and industry gatherings where people actually learn something useful about chatbot development. No buzzwords, no fluff—just real conversations about building better AI experiences that work in the real world.

Coming Up in 2026

We've lined up workshops and meetups for folks interested in AI chatbot design. These sessions focus on practical skills and genuine problem-solving rather than theoretical discussions.

14 Feb 2026

Conversational Design Fundamentals

Time: 2:00 PM - 5:30 PM
Format: Hands-on Workshop

This workshop breaks down how people actually talk to chatbots. We'll look at real conversations, identify patterns, and build response flows that feel natural instead of robotic.

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8 Mar 2026

Intent Recognition Deep Dive

Time: 10:00 AM - 1:30 PM
Format: Technical Session

Understanding what users really want is harder than it looks. We'll work through training data, test edge cases, and improve accuracy using techniques that actually matter in production.

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21 Apr 2026

Singapore AI Meetup

Time: 6:00 PM - 8:30 PM
Format: Community Gathering

Monthly meetup for developers, designers, and product folks working with conversational AI. Share what you're building, learn from others, and connect with people solving similar problems.

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What We've Been Up To

Over the past year, we've hosted dozens of workshops and meetups across Singapore. The feedback has been encouraging, and more importantly, people are building better chatbots because of what they learn in these sessions.

Recent Highlights

Our November 2025 workshop on context management attracted 42 participants. We worked through real scenarios where chatbots lose track of conversations, and everyone left with practical strategies to fix those problems.

  • Worked through 18 real-world chatbot failures and how to prevent them
  • Analyzed conversation data from production systems
  • Built fallback strategies that don't frustrate users
  • Shared debugging techniques for complex dialogue flows

The October meetup focused on multilingual chatbots. Turns out, language switching is trickier than most people expect. We examined actual user conversations in English, Mandarin, and Malay to understand switching patterns.

What Participants Say

People appreciate the hands-on approach. They work with real data, encounter actual problems, and leave with solutions they can implement immediately rather than vague concepts.

Workshop participants collaborating on chatbot design patterns during hands-on session

Real Feedback from Real Participants

These workshops work because we focus on genuine skill-building. Here's what people who've attended have to say about their experience.

Portrait of Eirik Bakken
Eirik Bakken

Product Manager, FinTech

Finally, a workshop that doesn't treat chatbots like magic. We examined actual conversation logs and learned why our users were getting stuck. Applied the fixes the next week and saw immediate improvement.

Portrait of Linnea Virtanen
Linnea Virtanen

UX Designer

The intent recognition session was exactly what I needed. We worked through ambiguous user inputs and learned how to train models that handle real-world messiness. Super practical.

Portrait of Dragomir Kovač
Dragomir Kovač

Software Developer

Great mix of theory and practice. We didn't just talk about conversational design—we actually built dialogue flows, tested them with real users, and iterated based on feedback. That's how you learn.

How Our Workshops Actually Work

We keep groups small—usually 15 to 25 people—so everyone gets to participate actively. You'll spend more time building and testing than listening to presentations.

What Happens During a Session

Each workshop starts with a real problem. Maybe it's a chatbot that can't handle follow-up questions, or one that breaks when users switch languages. We examine the issue together, discuss potential approaches, and then you build solutions.

You'll work with actual conversation data from production systems. Not sanitized examples, but real messy user inputs with typos, ambiguity, and unexpected requests. That's where chatbots fail in the real world, so that's what we practice with.

Live Coding Sessions

Watch how experienced developers debug conversation flows and optimize intent detection in real-time.

Peer Review

Share your work with the group and get feedback from people facing similar challenges in different contexts.

Resource Library

Access code samples, testing frameworks, and design templates used by working chatbot teams.

Post-Workshop Support

Join our community channel where participants help each other solve implementation problems.

Who Should Come

These workshops work best for people already building or planning to build chatbots. You don't need to be an expert, but basic familiarity with conversational interfaces helps. Developers, designers, product managers, and UX researchers all find value in different aspects.

We've had participants from startups, enterprises, government agencies, and universities. The mix of perspectives makes discussions richer because everyone approaches chatbot design slightly differently.

Close-up of chatbot interface design showing conversation flow diagrams and user interaction patterns

Ready to Join Us?

Next workshop fills up quickly. Get in touch to reserve your spot or ask questions about what to expect.

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