The AI Collective Day @ FOST Singapore (w/ The AI Collective)
The AI Collective Full Day Track.
Approved attendees receive complimentary full 2-day access to FOST Singapore 2026 (April 14-15) at Marina Bay Sands - including all tracks, keynotes, and networking events!
Most GenAI conversations focus on models. But real enterprise value emerges in the execution layer—where workflows, inference infrastructure, and secure APIs transform AI into production systems.
Hosted by The AI Collective, this track examines how organizations transition from experimentation to real-world deployment.
We partner with Google Cloud to build workflows to illustrate how prompt-based interactions evolve into integrated AI systems within business processes. Next, we explore vLLM, the high-performance inference engine that supports scalable, cost-effective LLM deployment. Finally, we discuss AI API security, highlighting emerging attack vectors and the necessary guardrails to safely expose AI services.
Together, these sessions provide a practical blueprint for building, scaling, and securing enterprise GenAI applications.
Sessions:
• 11:10 AM: From Prompt to Production: Building Enterprise Workflows using Gemini Enterprise
• 1:50 PM: vLLM: The Universal Backbone of LLM Inference prerequisites for the best experience. Basic Python and command-line experience, familiarity with LLM concepts (tokens, prompting)
• 3:55 PM: Securing AI APIs: From Attack Surface to Guardrails
Who Should Attend • AI engineers and developers • Platform and infrastructure architects • Security engineers and CISOs • Product leaders building GenAI applications • AI Enthusiasts Bonus: Members of The AI Collective receive access to the track’s code, templates, and resources via our GitHub repository, so you can take what you learn straight into production. 🚀
⏰PLEASE READ-VERY IMPORTANT⏰
Here’s how to register:
1️⃣ Register on Luma 👉 https://lnkd.in/g5f8hJFp
2️⃣ Receive Approval Email: Check your email for the secret code for the ticket
3️⃣ Take that secret code to the APIDays x AI Collective ticket page (link will be provided)
4️⃣ Complete your registration and join us in Singapore
Any other questions, feel free to reach out to us at [email protected]
Join us at the AI Collective Singapore Chapter https://www.aicollective.com/chapters/singapore
The AI Collective Partners
The Singapore A.I. Association (SAIA) is a national initiative committed to advancing artificial intelligence (A.I.) innovation, collaboration, and adoption across Singapore’s industries. Serving as a trusted platform, the association brings together experts, researchers, developers, businesses, and policymakers to accelerate the responsible and inclusive growth of A.I. With a mission to drive thought leadership, nurture talent, and foster cross-industry partnerships, the Singapore A.I. Association plays a pivotal role in transforming research into real-world applications. Its efforts empower enterprises, support startups, and enhance public services, positioning Singapore as a regional hub for A.I. excellence. https://saia.org.sg/
Embedded LLM is at the forefront of advancing high-performance Large Language Model (LLM) inference and deployment at scale. As core maintainers of the open-source vLLM project and the primary engineering force behind the natively enabled and optimized vLLM on the AMD ROCm software stack, our deep, systems-level contributions directly shape the modern AI inference ecosystem. We leverage this foundational expertise in continuous batching, memory management, and hardware-agnostic acceleration to design robust, highly optimized inference architectures. By tuning the entire pipeline—from kernel-layer primitives up to distributed model serving—we empower complex, high-throughput enterprise environments and advanced sovereign AI initiatives with maximum computational efficiency and minimal latency across diverse compute hardware. https://embeddedllm.com/about-us/
Center for AI Leadership (C4AIL) is a practitioner think tank bridging the "80/5" ROI gap by transforming enterprise leaders from passive AI users into Sovereign Orchestrators. Through research-backed frameworks and certified pathways, we provide the diagnostic tools and professional protocols required to move organizations from tool adoption to verifiable business impact. https://centreforaileadership.org/
Please be advised: Unfortunately, space is very limited at these community events, and we can not always accept everyone we would like to. If you are not accepted to this event, please keep applying! We appreciate your application tremendously, and we are looking forward to seeing you at a future event very soon!
The AI Collective is a global non-profit building the human layer for the AI era. We unite 200,000+ leaders, builders, and stakeholders across 100+ forums worldwide to democratize the frontier, build trust, and coordinate how society navigates the rapid acceleration of technological progress.
All attendees and organizers at events affiliated with The AI Collective agree to our privacy policy and are subject to our code of conduct.