JNNCE | Jawaharlal Nehru National College of Engineering, Shivamogga

ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING

AI and ML is one of the most disruptive technologies impacting the future of every industry and mankind. AI driven technology has been instrumental in reinventing human lifestyle and demand for engineers trained in these technologies is rapidly growing. This program produces skilled engineers which could open the doors to an exciting career. In this program, we shall equip the students to build novel applications using technologies like IoT, Neural Networks, Machine Learning, Deep Learning, Natural Language Processing, Computer Vision, Semantic Web etc. Students will get good foundations of all AI and ML techniques and at the same time ample oppurtunity for developing projects and applications. Center of Excellence with reputed companies shall create industrial internships for students and make them industry ready and competent.

     Dr. Chetan K R,
     Professor and Head,
     Dept. of AIML,
     Contact No: 9900923050,
     Email: hod_aiml@jnnce.ac.in

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Vision

To be a premier center of excellence with research in artificial intelligence through unique interdisciplinary partnerships and positive contribution to the community, organizations and society as a whole.

Mission

To impart knowledge in cutting edge Artificial Intelligence technologies at pars with industrial standards.
To collaborate with industry to uplift innovative research and development in Artificial Intelligence and Machine Learning and its allied fields to serve the needs of society.
To produce successful Engineering graduates with a specialization in AI/ML with personal and professional responsibilities and commitment to lifelong learning.

#	Program Educational Objectives : Graduates of the Program will :
PEO -1	Develop and excel in their chosen profession on technical front and progress towards advanced continuing education or Inter-disciplinary Research and Entrepreneurship.
PEO -2	Become a reputed innovative solution provider- to complex system problems or towards research or challenges relevant to Artificial Intelligence and Machine learning.
PEO -3	Progress as skilled team members achieving leadership qualities with trust and professional ethics, proactive citizens for progress and overall welfare of the society.

#	Program Specific Outcomes : Engineering Graduates will be able to :
PSO - 1	The ability to understand, analyse and demonstrate the knowledge of human cognition, Artificial Intelligence, Machine Learning and data engineering in terms of real world problems to meet the challenges of the future.
PSO - 2	The ability to develop computational knowledge and project development skills using innovative tools and techniques to solve problems in the areas related to Deep Learning, Machine learning and Artificial Intelligence

#	Program Outcomes
PO - 1	Apply the knowledge of mathematics, science, engineering fundamentals, and an engineering specialization to the solution of complex engineering problems.
PO - 2	Identify, formulate, review research literature, and analyze complex engineering problems reaching substantiated conclusions using first principles of mathematics, natural sciences, and engineering sciences.
PO - 3	Design solutions for complex engineering problems and design system components or processes that meet the specified needs with appropriate consideration for the public health and safety, and the cultural, societal, and environmental considerations.
PO - 4	Use research-based knowledge and research methods including design of experiments, analysis and interpretation of data, and synthesis of the information to provide valid conclusions.
PO - 5	Create, select, and apply appropriate techniques, resources, and modern engineering and IT tools including prediction and modeling to complex engineering activities with an understanding of the limitations.
PO - 6	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.
PO - 7	Understand the impact of the professional engineering solutions in societal and environmental contexts, and demonstrate the knowledge of, and need for sustainable development.
PO - 8	Apply ethical principles and commit to professional ethics and responsibilities and norms of the engineering practice.
PO - 9	Function effectively as an individual, and as a member or leader in diverse teams, and in multidisciplinary settings.
PO - 10	Communicate effectively on complex engineering activities with the engineering community and with society at large, such as, being able to comprehend and write effective reports and design documentation, make effective presentations, and give and receive clear instructions.
PO - 11	Demonstrate knowledge and understanding of the engineering and management principles and apply these to one’s own work, as a member and leader in a team, to manage projects and in multidisciplinary environments.
PO - 12	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.

Students have taken up task for creating Newsletter for each month which contains information of all the activities in the month. The students are guided by Dr. Ashwini J P, Associate Professor.

Click here for Oct 2023-Jan 2024 Edition
Click here for Aug-Sep 2023 Edition
Click here for May-June 2023 Edition
Click here for March-April 2023 Edition
Click here for February 2023 Edition
Click here for January 2023 Edition
Click here for December 2022 Edition

Class Representatives:

Sem	Class Representatives
IV	Aadhya A M Pannaga H M
VI	Mandara H Vinay N V
VIII	Ananya Yadagere Akash N V

AIML Dept. has started a professional student chapter called JNNACM in association with ACM
An exclusive responsive website is developed by students by Devika N D(VI Sem), Shreya R (VI Sem) and Komal Singh (VIII Sem) is available here
An exclusive brand logo for JNNACM was designed by 5th sem student, Ms. Apoorva D and can be viewed here

SL.NO	Project Title	Funding Agency	Students	Guide	Funding Amount	Outcome
1	AGrowW – An intelligent Precision Farming toolkit for farmers	NEWGENIEDC, Govt. of India	VARSHA AS, SHANTIKA T HEGDE, TANISHA G HOSUR, SOFIYA SARAH ASIF, III Sem	Dr. Chetan K R	250000	Utility Patent published
2	AIEmosense-Depression Detection and Face Recognition based Attendance System Using Emotional Artificial Intelligence and Machine Learning	NEWGENIEDC, Govt. of India	DESHMANTH A, SRUJAN Y S, HITHESH K, SHABARISH B L, SATHWIK P, III Sem	Dr. Chetan K R	250000	Utility Patent published
3	Swasthya – A cognitive AI application for querying and analyzing Electronic Health Record to provide effective patient engagement	NEWGENIEDC, Govt. of India	Pratham K Gujjar, H M Satvik, Nithinkumar S N, Apoorva D, Saishri B L, III Sem	Dr. Chetan K R	250000	Utility Patent published
4	Cato Smart Locks Enabled By AIoT	NEWGENIEDC, Govt. of India	J K Kruthi,Brinda P, Ayesha Siddiqa, Yogeshwari M,Syeda Hurrain Fathima, III Sem	Dr. Chetan K R	250000	Utility Patent published
5	EngageXR – Measure minds, Mentor better, Make learning immersive	NEWGENIEDC, Govt. of India	Spoorthi H M, Meghana S M (VII Sem)	Dr. Chetan K R	250000	Utility Patent published
6	CleanCred AI – Smart Waste Sorting & Disposal with Jetson Nano	NEWGENIEDC, Govt. of India	Jeevitha D, Raksha H V, Kruthi B R, Jyostha M, Manoj S Patil (VII Sem	Dr. Chetan K R	250000	StartUp Incubated -EnviroCredAI
7	DeepFish – Deep Learning for Real-Time Fish Species Identification	NEWGENIEDC, Govt. of India	Jayanth, Nithin, Dhruva, Vinay N V (V Sem)	Dr. Chetan K R, Ms. Aaliya Waseem	250000	StartUp Incubated - DeepFish AI
8	KridaVerse – AI-Powered Indian Games in AR/VR	NEWGENIEDC, Govt. of India	Anagha C, Prajna N Kulal, Yashaswini S Gowda, Dhanyashree Urs, Suchet H S (V Sem)	Dr. Chetan K R	250000	Utility Patent published
9	ScamSentry – AI Vigilance Against Voice & Text Fraud	NEWGENIEDC, Govt. of India	Sinchana K, Amrutha K S, Basaveshwara J Salera, Nihal N M, V Nandan (V Sem)	Dr. Chetan K R, Mr. Ranjan V	250000	StartUp Incubated -FraudLens AI
10	EvalMate – Automated Evaluation System using AI	NEWGENIEDC, Govt. of India	Kishan B (VII Sem), Naveen, Akash, Shashank, Nikhil (V Sem)	Dr. Ashwini J P, Ms. Shaziya S Banu	250000	Utility Patent published
11	NoPerch XR – Smart Anti-Pigeon Surveillance & Simulation	NEWGENIEDC, Govt. of India	Pritanya M M, Neeradhi S G, Darshan R L, Manjappa Gowda G R (VII Sem)	Dr. Chetan K R, Mr. Sayyed Johar	250000	Utility Patent published

SL.NO	NAME	QUALIFICATION & SPECIALIZATION	DESIG.	DOJ at JNNCE	Total EXP YRS	NATURE OF ASSOCIATION	PROFILE	Email-Id
1	Dr. Chetan K R	Ph.D.(Intelligent Document Image Watermarking)	Professor and Head	04.09.2003	23	REGULAR	Click Here	hod_aiml@jnnce.ac.in chetankr@jnnce.ac.in
2	Dr. Ashwini J P	Ph.D.(Cloud Computing)	Associate Professor	03.02.2022	19	REGULAR	Click Here	ashwinijp@jnnce.ac.in
3	Dr. Sayyed Johar	B.E.(CSE) M.Tech(CSE), Ph.D (IoMT)	Assistant Professor	09.08.2010	18	REGULAR	Click Here	sayyedjohar@jnnce.ac.in
4	Dr. Ranjan V	B.E.(CSE) M.Tech(NIE), Ph.D (Video Anamoly Detection with AIML)	Assistant Professor	15.11.2023	12	REGULAR	Click Here	ranjan@jnnce.ac.in
5	Mrs. Shaziya Banu S	B.E.(ISE) M.Tech(CSE), (Ph.D)	Assistant Professor	04.12.2023	4	REGULAR	Click Here	shaziyas@jnnce.ac.in
6	Mr. Nishanth S	B.E.(CSE) M.E., (Big Data and Data Analytics)	Assistant Professor	07.10.2024	2	REGULAR	Click Here	nishanths@jnnce.ac.in
7	Ms. Aaliya Waseem	B.E.(ISE) M.Tech(CSE)	Assistant Professor	06.01.2024	2	REGULAR	Click Here	aaliya@jnnce.ac.in

SL.NO	NAME	DESIG.	DOJ	EXP YRS	Email-Id
1	Mr. Raghavendra B N	Senior Attender	03.12.1999	22	raghavendrabn@jnnce.ac.in

Type	Subject	Faculty	Link
Solved QA	Python (BPLCK105B)	Ms. Aaliya Waseem	Module-1 Module-2 Module-3 Module-4 Module-5
Notes	Python (BPLCK105B)	Ms. Aaliya Waseem	Click here for Notes of Module-1 Click here for Notes of Module-2 Click here for Notes of Module-3 Click here for Notes of Module-4 Click here for Notes of Module-5 Click here for Lab Manual
Notes	NOSQL (21CS745)	Dr. Chetan K R	Click here for Notes of All Modules
Pedagogies	NOSQL (21CS745)	Dr. Chetan K R	Prezi presentation of all modules
Study Material	Research Methodology (BRMK557)	Ms. Aaliya Waseem	Click here for Study Materials of All Modules
Study Material	Julia (BDSL456D)	Ms. Aaliya Waseem	Click here for Study Material on Julia
Notes	Machine Learning (21AI63)	Dr. Chetan K R	Click here for Notes of All Modules
Pedagogies	Machine Learning (21AI63)	Dr. Chetan K R	Click here for PPT on Module-1 Click here for PPT on Module-2 Click here for PPT on Module-3 Click here for PPT on Module-4 Click here for PPT on Module-5
Notes	Principles of AI (21AI54)	Dr. Chetan K R	Click here for Notes of All Modules
Pedagogies	Principles of AI (21AI54)	Dr. Chetan K R	Click here for PPT on Module-1 Click here for PPT on Module-2 Click here for PPT on Module-3 Click here for PPT on Module-4 Prezi Presentation of Module-5
Pedagogies	Object Oriented Programming with Java (BCS306A)	Dr. Chetan K R	Click here for PPT on Module-1 Click here for PPT on Module-2 Click here for PPT on Module-3 Click here for PPT on Module-4 Prezi Presentation of Module-5
Notes	Object Oriented Programming with Java (BCS306A)	Dr. Chetan K R	Click here for Notes
Pedagogies	Innovative Design Thinking (BIDTK158)	Dr. Chetan K R	Click here for Presentation
Question Bank	Innovative Design Thinking (BIDTK158)	Dr. Chetan K R	Click here for Module-1 Question Bank
Question Bank	Innovative Design Thinking (BIDTK158)	Dr. Chetan K R	Click here for Module-2 Question Bank
Question Bank	Innovative Design Thinking (BIDTK158)	Dr. Chetan K R	Click here for Module-3 to 5- Question Bank
Notes	Microcontrollers and Embedded Systems (21CS43)	Dr. Chetan K R	Click here for Notes
Pedagogies	Microcontrollers and Embedded Systems (21CS43)	Dr. Chetan K R	Click here for PPT on MES Module-1 Click here for PPT on MES Module-2
Notes	Operating System (21CS44)	Mr. Sayyed Johar	Click here for Notes on OS Module-1 Click here for Notes on OS Module-2 Click here for Notes on OS Module-3 Click here for Notes on OS Module-4 Click here for Notes on OS Module-5
Notes	Data Structures and Applications (21CS32)	Dr. Chetan K R	Click here for Notes Click here for Solutions to Question papers
Pedagogies	Data Structures and Applications (21CS32)	Dr. Chetan K R	Click here for PPT on DSA Module-1 Click here for PPT on DSA Module-2 Click here for PPT on DSA Module-3 Click here for PPT on DSA Module-4 Click here for PPT on DSA Module-5
Pedagogies	Data Structures and Applications (21CS32)	Dr. Chetan K R	Click here for Simulations
Pedagogies	Computer Organization (21CS34)	Dr. Ashwini J P	Click here for Case Study Report
Pedagogies	Computer Organization (21CS34)	Dr. Ashwini J P	Click here for PPT on CO Module-1 Click here for PPT on CO Module-2 Click here for PPT on CO Module-3 Click here for PPT on CO Module-5
Pedagogies	Principles of Programming using C (22POP13)	Dr. Ashwini J P	Click here for PPT on PPC Module-1 Click here for PPT on PPC Module-2 Click here for Notes on Loops
Pedagogies	Analog and Digital Electronics (21CS33)	Mr. Sayyed Johar	Click here for Notes on ADE Module-2 Click here for Notes on ADE Module-3 Click here for Notes on ADE Module-4 Click here for Notes on ADE Module-5
Pedagogies	Analog and Digital Electronics (21CS33)	Mr. Sayyed Johar	Click here for PPT on Module-2 Click here for PPT on Module-3 Click here for PPT on Module-4 Click here for PPT on Module-5

The world is progressing towards new technology. The adaptation rate of new AI and ML technologies are high. Artificial intelligence (AI) hopes to produce some of this century’s most important and revolutionary inventions. The products of the new AI revolution are self-driven vehicles, robot assistance and digital disease diagnostics that will affect how we live and function. And as demand for qualified engineers has more than doubled in recent years, professionals who want to take a lead in research and development in AI are providing endless opportunities. AI & ML engineering will produce an immense amount of career opportunities for the future.

Gartner’s study is expected to clear the way for up to 2.3 million job prospects in next 5 years. And, in the last three years, vacancies in artificial intelligence have duplicated. A related study from Indeed also shows that Machine Learning developers, software technologists, and data scientists play the most demanded role in artificial intelligence.

Here is the list of the possible job roles for AI and ML engineering from where they can elevate their knowledge, experience and art of living.

1. Data Scientist:

They focus on the collection, analysis, interpretation of the data for inferences and observations and the development of successful solutions for market issues. Machine learning and artificial intelligence are central components of data science where insight generating approaches are applied from both, regression, predictive analysis and more.

2. Machine Learning Engineer:

Machine learning engineers come with applications, language analysis, statistics, math and more. In the creation and management of self-operating applications that promote machine learning projects, engineers are involved. The requisite technology stacks are Python, R, Scala and Java. The companies are always in demand and their job is rarely empty. They are involved in the fields of identification and speech acknowledgement, theft detection, client insight and risk control. An engineer’s median wage is more than $1000.

3. Research Scientist:

Researchers are working on detailed studies into machine learning and computational intelligence systems. A research scientist’s salary is very high, and companies are recruiting individuals with a strong AI background. It is quite clear that in the next decade, the value of researchers won’t decrease.

4. Business Intelligence Developer:

The market acumen of the Business Intelligence Developer must be considered in addition to AI. They identify various market patterns by analysing large data sets. The work pays well, and the market for it isn ‘t going anywhere anytime soon.

5. Big data engineering:

A Big Data Engineer’s job is to build an environment that allows business processes to communicate effectively. The role is ideal for those who enjoy experimenting with modern technological tools. To develop a career in AI, you’ll need to learn programming languages like Python, R, and Java. Big data engineers would pay well like any other AI roles. It is self-evident that becoming a Big data engineer will help one advance in one career.

6. AI engineer:

AI engineers are problem solvers who create, test and implement various Artificial Intelligence models. Programming skills in languages such as Python, R, or C++ are required. Because of the increasing need for AI engineers, the pay scale is very good. Starting personal tasks is an excellent way to bring these talents to the test — and to learn new ones.

Don’t be intimidated if these criteria sound overwhelming at first. Artificial intelligence is a mansion with several spaces, and gaining the skills and specialisations needed to succeed will take time and maturity. Rather than anything, prospective careers would necessitate a desire to be interested and take risks.

#	Type	Details
1	Product	Admininstrative and Academic Process Management System for National Pharmacy College Shimoga. Developers: Dr. Chetan K R(HOD, AIML), Dr. Jalesh Kumar (HOD, CSE), Mr. Nandish (Assistant Professor, CSE), Mr. Mohan H G (Assistant Professor, CSE)
2	Product	JAMS- JNNCE Automation and Management System, an inhouse product for seamless management of all adcademic, accounting and adminsitrative activities in JNNCE. Developers: Dr. Chetan K R(HOD, AIML), Dr. Jalesh Kumar (HOD, CSE), Mr. Nandish (Assistant Professor, CSE), Mr. Mohan H G (Assistant Professor, CSE)
3	Product	College Chatbot- an AI based Chatbot to answer various queries related to college Developed by Dr. Chetan K R(HOD, AIML)
4	Consultancy	Technical Consultant Team for MAMCOS, Shimoga. Team Members: Dr. Chetan K R(HOD, AIML), Dr. Jalesh Kumar (HOD, CSE), Mr. Nandish (Assistant Professor, CSE), Mr. Mohan H G (Assistant Professor, CSE)
5	Consultancy	JNNCE-EI Learn Platform: A Learning Academy for carrying out various activities like Internships, Skill Development and Certification Courses. MOU for the same is created between Dept. of AIML, Dept. of CSE and Ekathva Innovations Private Ltd.,
6	NESONE	NESONE is a comprehensive ERP platform developed by Dr. Chetan K R to digitally transform and streamline operations across all NES institutions. The system integrates academics, administration, finance, and analytics into a unified platform, enabling efficient, transparent, and data-driven institutional management.

Dept. of AIML is in process of forming colloborations with reputed Industries working in the area of AIML.

	Center of Excellence is formed with Graphene Health Tech. Pvt. Ltd. Bangalore on Development of NLP and Full Stack Web Development Applications.
	Skill Lab has been setup in association Ekathva Innovation Pvt. Ltd. Shimoga on Development of Intelligent IoT and Full Stack Web Development Applications.
	An MoU has been created with Edunet Foundation, IBM India Private Limited for providing internships, training and placement oppurtunity to students in the area of AI and ML
	JNNCE AIML Department has entered into a Memorandum of Understanding (MoU) with Vitality Digital Tech (VDT) to collaborate on advanced research, skill development, and industry-oriented training in Artificial Intelligence and Machine Learning.” This partnership aims to enhance placement opportunities through industry-aligned training, internships, and recruitment support.
	JNNCE AIML Department, in collaboration with TekCogent, has established a Skill Lab and Center of Excellence (CoE) on NVIDIA Edge AI to foster innovation in intelligent edge computing. This initiative enables students to gain hands-on experience in deploying AI models on edge devices, preparing them for next-generation AI and embedded system careers.
	JNNCE AIML Department has collaborated with YouStar Sports Development to develop AI-based sports tracking and performance analytics solutions. The initiative focuses on leveraging computer vision and data analytics to monitor player movements, enhance training insights, and optimize athletic performance.
	JNNCE AIML Department, in collaboration with ARK, has established a Skill Lab and Center of Excellence (CoE) focused on AR/VR development and immersive technologies. This initiative aims to equip students with hands-on experience in designing interactive virtual environments and real-world simulation applications for next-generation industries.
	JNNCE AIML Department has collaborated with Sustune Technologies to drive sustainable solutions through AI-driven innovations and green technology initiatives. The partnership focuses on developing intelligent systems for energy optimization, resource management, and environmentally responsible digital transformation.
	JNNCE AIML Department has collaborated with 1stPrinciples.ai to foster AI-based project development and innovation-driven learning. The initiative enables students to work on real-world AI solutions, enhancing problem-solving skills and industry readiness through guided project development.
	JNNCE AIML Department has collaborated with Prapti Consulting to strengthen frontend and full-stack development integrated with AI technologies. The initiative equips students with modern web development skills combined with AI-driven features, preparing them for next-generation software engineering roles.
	JNNCE AIML Department has collaborated with Manodayam to advance research in audio-based AI technologies and speech processing. The initiative focuses on developing intelligent systems for speech recognition, emotion analysis, and audio-driven insights for real-world applications.