Victor Preston
Software Developer @ Data Integrated Limited | AI Enthusiast
Nairobi, Kenya
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I'm passionate about exploring the intersection of modern frameworks and emerging technologies, from architecting scalable systems to integrating AI capabilities into production environments. I regularly share technical insights through articles and believe in growing the developer community through knowledge sharing.
Area of Expertise
Topics
The Agentic Angular
Angular gives us structure, type safety, and scalability. AI agents give us intelligence, autonomy, and adaptability. What happens when we bring them together?
In this session, I'll show you how to build agentic Angular applications—apps where AI agents don't just sit behind an API, but become first-class citizens in your component architecture. Drawing from my experience as a Senior Fullstack Engineer building production systems, I'll demonstrate practical patterns for:
-Agent Orchestration from Angular: How to manage multi-agent workflows directly from your Angular services using reactive patterns
-Signal-Powered Agent State: Using Angular Signals to create reactive, observable agent states that feel native to Angular
-Type-Safe Agent Communication: Leveraging TypeScript to define agent capabilities, inputs, and outputs with full type safety from service to component
-Audit-Ready Agent Logs: Building immutable audit trails for agent decisions—critical for compliance in regulated industries
-Real-World Demo: A live Angular application that orchestrates AI agents to automate a compliance workflow (sanctions screening, transaction monitoring, report generation)
You'll leave with a reusable architecture pattern, working code examples, and the confidence to start integrating AI agents into your Angular applications today.
Multi Agent Orchestration: Building Teams of Agents That Work Together
One agent is powerful. But multiple agents working together can solve complex problems that no single agent could handle alone.
In this session, I will explore the emerging world of multi agent orchestration, where teams of specialized agents collaborate to accomplish sophisticated tasks. Moving beyond the single agent chatbot paradigm, I will show you how to design systems where one agent plans, another executes, and a third validates results.
We will examine the architecture patterns that make multi agent systems effective, from how agents communicate and share context to how they coordinate actions and handle handoffs. I will walk through real world scenarios where multi agent systems outperform single agents, drawing from practical implementations and production use cases.
We will cover:
- When to use single agents versus multi agent systems
- Key orchestration patterns including supervisor, router, and peer to peer architectures
- Strategies for handling handoffs and maintaining shared context between agents
- Real world applications for multi agent systems across different industries
Attendees will leave with a clear understanding of how to move from simple chatbots to sophisticated agent teams that can tackle complex, real world problems autonomously.
AI Agents on Mobile
AI agents are changing how users interact with software, yet most demonstrations happen on desktop or in the cloud. How do we bring these intelligent agents to mobile, where resources are constrained and user expectations are high?
This talk explores the practical reality of building AI agents for mobile apps. Rather than focusing on running LLMs locally, which remains impractical for most applications, I'll show you how to build agents that combine on-device intelligence with lightweight cloud orchestration to give you the best of both worlds.
We'll cover:
1. Architecting mobile AI agents
How to structure your app so AI features feel native rather than bolted on.
2. Tool calling on mobile
How to give AI agents the ability to perform actions inside your app, from filling forms and navigating screens to fetching data.
3. Intelligent offline capabilities
How to use on-device models for tasks that don't need the cloud, such as text classification and entity extraction.
4. Streaming interactions
How to build chat like experiences that feel responsive even on mobile networks.
I'll walk through a real world example: a smart expense tracking agent that can extract receipt data, categorize spending, and answer questions about your finances, all while respecting mobile constraints around battery, data, and privacy.
Attendees will leave with practical patterns they can apply immediately to add AI agents to their Android or iOS apps.
The Future of Docs: How AI, Agents & Human Empathy Will Shape the Next Decade of Documentation
As AI transforms how we build, write, and interact with technology, documentation must evolve too. This session will take you on a deep, engaging journey through the future of documentation, blending AI, knowledge-based systems, autonomous agents, and human-centered design.
We’ll explore:
AI-Powered Docs – From ChatGPT and Gemini to custom LLMs trained on product docs.
Knowledge-Based Systems – Lessons from simulating intelligent agents in systems like NetLogo, and how they influence doc automation and dynamic help systems.
Human + AI Collaboration – Real-world strategies to co-author with AI while retaining empathy and inclusivity.
Localizing for Impact – Building global-ready docs for African tech products with community and multilingual support in mind.
The Metrics That Matter – How to measure doc success in the era of AI.
Beyond the Basics:- Advanced Angular State Management with NgRx
A deep dive into NgRx patterns, feature store separation, selectors, effects, and maintaining sanity in large apps.
This session explores real-world architectural patterns for managing global and feature-level state using NgRx. We’ll cover how to organize your store structure for scalability, write efficient and reusable selectors, and use effects to handle asynchronous flows without cluttering your components. Whether you're already using NgRx or just hitting scale-related issues, this talk will help you bring order to your state logic, improve maintainability, and confidently grow your Angular apps.
Victor Preston
Software Developer @ Data Integrated Limited | AI Enthusiast
Nairobi, Kenya
Actions
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