3rd International Conference on
Artificial Intelligence & Data Science
"Find out what's new in Data Science & AI!"
Singapore Summit 2027
Advancing the Future of
Data Science
On behalf of the Organizing Committee, we are ecstatic to invite you to the "3rd International Conference on Artificial Intelligence & Data Science". Join a elite global network of experts and let the world know about your research and innovation.
Important Dates
Event Timeline & Deadlines
Abstract submission announcement
16 March 2026
Abstract submission deadline
25 September 2026
Early-bird Registration deadline
30 September 2026
Final registrations deadline
10 April 2027
300+
Attendees
80+
Speakers
3+
Workshops
3+
Panel Discussions
2+
Round Tables
10+
Sponsors
Does It Actually Work?
Evaluating, Red-Teaming & Governing AI Agents Before They Reach Production
A high-impact practical workshop on testing and securing AI agents before they transition from impressive prototypes to autonomous real-world systems.
Ass. Prof. Oussama H. Hamid
Higher Colleges of Technology (HCT), Abu Dhabi, UAE
Workshop Syllabus & Technical Modules
Comprehensive hands-on curriculum structured to turn prototype AI agents into secure, production-grade systems.
Agent Architecture & Planning
- Deconstructing autonomous reasoning & execution loops
- Tool integration APIs and structured function calling
- Multi-agent coordination & context degradation risks
Empirical Agent Evaluation
- Beyond static benchmarks: measuring task execution success
- Testing behavior against ambiguous or incomplete prompts
- Evaluating resilience in non-deterministic environments
Red-Teaming & Adversarial Attack
- Indirect prompt injection in RAG & vector stores
- Malicious tool payloads and unauthorized API exploitation
- Simulating rogue agent behaviors and goal hijacking
Tool Access & Permission Control
- Principle of least privilege for autonomous agent tools
- Sandboxing code execution and API authorization filters
- Preventing unauthorized database reads/writes
Governance & Human-in-the-Loop
- Establishing mandatory human approval thresholds
- Compliance frameworks for enterprise AI deployment
- Comprehensive audit logging for agent actions
Pre-Production Readiness
- Go/No-Go pre-deployment evaluation checklist
- Real-time agent telemetry, fallback & monitoring
- Building continuous safety mechanisms post-launch
The Agentic Shift Requires New Testing Paradigms
AI agents are no longer limited to generating text. They can reason, plan, access tools, retrieve data, make decisions and execute multi-step tasks.
Key Takeaway
That changes how we test, secure and govern AI systems before they reach production.
Autonomous Agent Execution Loop
The Agent Readiness Journey
From prototype experimentation to monitored production deployment.
Understand
Evaluate
Red-Team
Secure
Govern
Deploy
01 Understand
Milestone: Prototype02 Evaluate
Milestone: Testing03 Red-Team
Milestone: Security04 Secure
Milestone: Human Approval05 Govern
Milestone: Monitoring06 Deploy
Milestone: ProductionBefore an AI Agent Goes Live...
Core operational challenges and stress tests addressed during evaluation:
Does it still work outside a controlled demo?
What happens with ambiguous instructions?
Can adversarial prompts manipulate behavior?
Can malicious tool inputs change execution?
What data/systems can the agent access?
When should a human approve an action?
How do we detect when the agent fails?
What metrics should be monitored post-launch?
Leave With a Practical AI-Agent Readiness Framework
Who Should Attend?
Designed for professionals and researchers building, evaluating or deploying agentic AI systems.
Scientific Tracks
Call for Abstracts
Explore our curated selection of scientific sessions designed to foster innovation and collaboration in AI and Data Science.
AI & Machine Learning
Data Science & Big Data
AI Ethics & Responsible AI
Generative AI & Creativity
Global Roadmap
Upcoming Conferences
Join our upcoming international summits focused on the next frontier of intelligent systems.
Expert Speakers
Keynote Speakers
Meet the world-renowned professors and industry leaders joining us in Singapore.
Prof. Kassem Saleh
Professor in Information Sciences
Dr. Evgenii Vinogradov
Fintech and Data Expert
Dr. Ganapathi Pulipaka
Lead Data Scientist
Dr. Carlos Kuhn
Associate Professor
Dr. Oussama Hamid
Asst. Professor
Global Feedback
What our clients say
Global Visibility
Media Partners
Partnership
2026
Exhibitors
Join the leading innovators showcasing their latest technologies to a global audience of AI experts.
Event Venue
Crowne Plaza
Changi Airport
Address
75 Airport Blvd., #01-01, Singapore 819664
Tel: +65 6823 5300