ICADS 2027SINGAPORE
AI & Data Science Conference
April 8-10, 2027 • Singapore

3rd International Conference on

Artificial Intelligence & Data Science

"Find out what's new in Data Science & AI!"

Conference Group
Keynote Session
Audience Engagement
Award Ceremony
Speaker Awards

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.

Global Expert Network
Cutting-Edge Research
Job & Career Opportunities
Innovation Showcase

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

Hands-On Masterclass • ICADS 2027 Singapore

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
Workshop Director Keynote Speaker

Ass. Prof. Oussama H. Hamid

Higher Colleges of Technology (HCT), Abu Dhabi, UAE

Duration Half-Day (3.5 Hrs)
Format Hands-on Labs
Location Crowne Plaza, SG
Outcome Readiness Certificate
Complete Breakdown

Workshop Syllabus & Technical Modules

Comprehensive hands-on curriculum structured to turn prototype AI agents into secure, production-grade systems.

Module 01

Agent Architecture & Planning

  • Deconstructing autonomous reasoning & execution loops
  • Tool integration APIs and structured function calling
  • Multi-agent coordination & context degradation risks
Module 02

Empirical Agent Evaluation

  • Beyond static benchmarks: measuring task execution success
  • Testing behavior against ambiguous or incomplete prompts
  • Evaluating resilience in non-deterministic environments
Module 03

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
Module 04

Tool Access & Permission Control

  • Principle of least privilege for autonomous agent tools
  • Sandboxing code execution and API authorization filters
  • Preventing unauthorized database reads/writes
Module 05

Governance & Human-in-the-Loop

  • Establishing mandatory human approval thresholds
  • Compliance frameworks for enterprise AI deployment
  • Comprehensive audit logging for agent actions
Module 06

Pre-Production Readiness

  • Go/No-Go pre-deployment evaluation checklist
  • Real-time agent telemetry, fallback & monitoring
  • Building continuous safety mechanisms post-launch
Why This Matters

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

AI Agent Autonomous Core
Reason Multi-step Logic
Use Tools APIs & Actions
Access Data RAG & DBs
Take Action External Effects
Real World Production Impact
Deployment Roadmap

The Agent Readiness Journey

From prototype experimentation to monitored production deployment.

01

01 Understand

Milestone: Prototype
02

02 Evaluate

Milestone: Testing
03

03 Red-Team

Milestone: Security
04

04 Secure

Milestone: Human Approval
05

05 Govern

Milestone: Monitoring
06

06 Deploy

Milestone: Production
Stress-Testing Criteria

Before an AI Agent Goes Live...

Core operational challenges and stress tests addressed during evaluation:

Question 01

Does it still work outside a controlled demo?

Question 02

What happens with ambiguous instructions?

Question 03

Can adversarial prompts manipulate behavior?

Question 04

Can malicious tool inputs change execution?

Question 05

What data/systems can the agent access?

Question 06

When should a human approve an action?

Question 07

How do we detect when the agent fails?

Question 08

What metrics should be monitored post-launch?

Tangible Deliverables

Leave With a Practical AI-Agent Readiness Framework

Agent evaluation criteria
Common failure modes
Red-team methodology
Tool & permission controls
Human-approval strategies
Monitoring & observability principles
Responsible AI & governance considerations
Pre-production readiness framework
Target Audience

Who Should Attend?

AI/ML Researchers Data Scientists AI/ML Engineers Software Engineers Cybersecurity Professionals Responsible AI Specialists AI Governance Officers University Faculty PhD Scholars Technology Leaders Product Managers AI Organizations

Designed for professionals and researchers building, evaluating or deploying agentic AI systems.

Global Roadmap

Upcoming Conferences

Join our upcoming international summits focused on the next frontier of intelligent systems.

Big Data Orlando
October 18-20, 2027

Big Data & Data Science

Austin, Texas

World Summit

AI & Robotics Paris
September 28-30, 2026

AI & Robotics (TSAIR)

Paris, France + Virtual

Annual Summit

Expert Speakers

Keynote Speakers

Meet the world-renowned professors and industry leaders joining us in Singapore.

View All Speakers
Prof. Kassem Saleh

Prof. Kassem Saleh

Professor in Information Sciences

Kuwait
Dr. Evgenii Vinogradov

Dr. Evgenii Vinogradov

Fintech and Data Expert

Russia
Dr. Ganapathi Pulipaka

Dr. Ganapathi Pulipaka

Lead Data Scientist

USA
Dr. Carlos Kuhn

Dr. Carlos Kuhn

Associate Professor

Australia
Dr. Oussama Hamid

Dr. Oussama Hamid

Asst. Professor

UAE

Global Feedback

What our clients say

"It was an insightful and dense event. Happy to have contributed as a keynote speaker, a panelist, and a session chair."

P

Prof. Kassem Saleh

Kuwait University, Kuwait

"The 2nd International Conference on Artificial Intelligence and Data Science took place on February 12–13, 2026, in Dubai, UAE. It was far more than a conventional academic or professional gathering. My sincere gratitude goes to Aver Conferences for the highly professional production of this event. The organisation was meticulous and thoughtful at every level, and I would especially like to thank Divya for her exceptional attention to even the smallest details. That level of care was clearly reflected in the overall experience."

M

Mr. Haim Michael

Life Michael, Israel

"Grateful to be among such distinguished global experts shaping the future of AI and Data Science. A heartfelt thank you to Divya and the organising team of Aver Conferences for the invitation and for creating such a powerful platform for dialogue. My panel discussion focused on: “Raising a T-Shaped Human: Cultivating Human Intelligence that AI Can’t Replicate.” We explored how combining deep expertise with cross-disciplinary knowledge, along with ethical reasoning, creativity, empathy, and contextual awareness, will shape human relevance in an AI-driven world—ultimately addressing a crucial question: In an age of abundant intelligence, what truly makes you valuable?"

M

Mr. Gowri Shankar Sivabala

AIQUANT, UAE

"Thank you for organizing the AI & Data Science Conference 2026 in Dubai—it was an excellent opportunity for meaningful discussions and insightful exchanges."

P

Prof. Mohamed Quafafou

Aix-Marseille University, France

"I had the privilege of speaking at the 2nd International Conference on Artificial Intelligence & Data Science about one of the most defining topics of our time: AI transformation. A big thanks to the organizers and everyone who contributed to a forward-looking exchange. See you next time!"

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Ms. Karin Immenroth, GLOBAL CDO

MEDIAPLUS, Germany

"I had the privilege of speaking at the AI & Data Science Conference in Dubai, standing alongside world-class academics, researchers, and industry leaders shaping the future of artificial intelligence. The discussions went far beyond theory. They explored the complex, rapidly evolving capabilities of AI — and, importantly, the vast strategic adoption potential that many organisations have yet to unlock. The conversations continue, the responsibility deepens, and the mission remains clear: advancing AI that is secure, responsible, and unapologetically human-centric. Thank you Divya. K and the Team for all your hard work!"

M

Ms. Anna Acopian

Safegate AI, Australia

"I had a fantastic experience—the AI and Data Science conference in Dubai 2026 was exceptionally well organised and thoughtfully curated. I’ve come away with pages of valuable notes and am excited to share these insights with my colleagues."

D

Dr. Rachael Hutchings

Utah Valley University, United States of America

"A heartfelt thanks to Divya. K for her exceptional coordination and for making sure every detail, big or small, was handled with care and precision. I would also like to thank all the participants. The conference brought together talented professionals from diverse backgrounds, and the lively interaction between speakers and attendees created a true spirit of exploration. These are the moments where ideas grow and evolve, fuelled by dialogue, curiosity, and constructive challenge. Grateful for the opportunity."

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Dr. Sushhma Hans

Murdoch University, UAE

"I was delighted to attend the AI and Data Science Conference in Dubai, where I had the opportunity to build valuable international connections. I’m truly grateful to the organizers for making it such a rewarding experience."

D

Dr. Michail Lazos

Manchester Innovation and Technology Academy, UAE

"The conference has been both inspiring and productive, offering valuable opportunities for networking and meaningful discussions. I have had the pleasure of reconnecting with colleagues and establishing several promising new collaborations. I hope everything is going well on your end, and I look forward to participating your future events."

P

Prof. Edwin Yang

National Taiwan Normal University, Taiwan

"I am delighted to have attended the AI and Data Science Conference in Dubai 2026."

M

Ms. Anitha Senthilnathan

UAE

Global Visibility

Media Partners

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AI Tools
Robotics Tomorrow
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Times of AI
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Partnership

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Exhibitors

Join the leading innovators showcasing their latest technologies to a global audience of AI experts.

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Event Venue

Crowne Plaza
Changi Airport

Address

75 Airport Blvd., #01-01, Singapore 819664
Tel: +65 6823 5300

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Crowne Plaza Changi Changi Airport Conference Room Changi Airport View