· PO1: Engineering Knowledge

· Apply the knowledge of Mathematics, Science, Engineering fundamentals, and Engineering specialization to the solution of Complex Engineering Problems.

· PO2: Problem Analysis
Identify, formulate, research literature, and analyze engineering problems to arrive at substantiated conclusions using first principles of Mathematics, Natural, and Engineering Sciences.

· PO3: Design/Development of solutions

· Design solutions for complex engineering problems and design system components, processes to meet the specifications with consideration for the public health and safety, and the cultural, societal, and environmental considerations.

· PO4: Conduct investigations of complex problems

· Use research-based knowledge including design of experiments, analysis and interpretation of data, and synthesis of the information to provide valid conclusions.

· PO5: Modern tool usage

· Create, select, and apply appropriate techniques, resources, and modern engineering and IT tools including prediction and modelling to complex engineering activities with an understanding of the limitations.

· PO6: The Engineer and Society

· Apply reasoning informed by the contextual knowledge to assess societal, health, safety, legal, and cultural issues and the consequent responsibilities relevant to the professional engineering practice.

· PO7: Ethics

· Apply ethical principles and commit to professional ethics and responsibilities and norms of the engineering practice.

· PO8: Individual and team work
Function effectively as an individual, and as a member or leader in teams, and in multidisciplinary settings.

· PO9: Communication

· Communicate effectively with the engineering community and with society at large. Be able to comprehend and write effective reports documentation. Make effective presentations, and give and receive clear instructions.

· PO10: Project Management and Finance

· Demonstrate knowledge and understanding of engineering and management principles and apply these to one’s own work, as a member and leader in a team. Manage projects in multidisciplinary environments.

· PO11: Lifelong learning

Recognize the need for, and have the preparation and ability to engage in independent and life-long learning in the broadest context of technological change.

· PEO-1

· To equip graduates in AI and ML to tackle global challenges with innovative, human-centric solutions.

· PEO-2

· To build proficiency in AI and ML tools and frameworks, preparing graduates to adapt and contribute across industry, academia, and research.

· PEO-3

· To equip graduates to design ethical AI and ML systems that ensure privacy, fairness, and positive societal impact.

· PSO-1

· Apply fundamental concepts of AI and ML including mathematics, algorithms, and programming to design intelligent and effective solutions addressing real-world problems.

· PSO-2

· Develop expertise in specialized areas of AI and ML, leveraging advanced tools and technologies to contribute to innovative research and industry relevant solutions.

· PSO-3

· Adapt and apply AI and ML knowledge to solve complex global challenges with ethical responsibility, aiming to create a positive impact on society and the human race.