• Administrative Training Program OBE-Computation & Attainments and Accreditation Workspace in AES, Amal Jyothi College of Engineering, Amal Jyothi College of Engineering, from 2022-12-12 to 2022-12-16

• Basics and Best practices for Fruitful Research, Amal Jyothi College of Engineering, Amal Jyothi College of Engineering, from 2022-01-10 to 2022-01-14

• 6- days STTP on DATA ANALYTICS AND MACHINE LEARNING-PHASE 1, AICTE sponsored, organized by Department of Computer Science & Engineering, Amal Jyothi College of Engineering, AJCE, from 2020-08-03 to 2020-08-08

• Administrative Training Program - Moodle LMS Management, Marian College Kuttikkanam (Autonomous), Amal Jyothi College of Engineering, from 2020-07-16 to 2020-08-04

• ICT Tools for Effective Teaching Learning, Swami Ramanand Teerth Marathwada University, Nanded , Online, from 2020-05-11 to 2020-05-16

• Administrative Training Program Essentials of OBE and NBA / NAAC documentation, Amal Jyothi College of Engineering, Amal Jyothi College of Engineering, from 2019-08-26 to 2019-08-30

• Empowering Educators: A Comprehensive Approach to Mentor- Mentee Schemes, Blooms Taxonomy, and ICT in Teaching, Amal Jyothi College of Engineering, Amal Jyothi College of Engineering, from 2018-12-26 to 2018-12-30

• Exploring IoT Applications with Raspberry pi, Department of Electronics and Communication, AJCE, AJCE, from 2017-01-11 to 2017-01-13

• Introduction to Design of Algorithms, MHRD -NMEICT and by IIT Kharagpur through Project T10kT., AJCE, from 2015-05-25 to 2015-05-30

• Faculty Development Programme on Advanced Operating Systems,NIT ,Calicut, NIT CALICUT, NIT ,Calicut , from 2014-06-29 to 2014-07-04

• Staff Development Program on Advances in Image Processing organized by ISTE Kerala section and SJCET, Palai, ISTE Kerala section and SJCET, Palai, SJCET Palai, from 2009-11-20 to 2009-11-26

• Staff Development Program on Neo areas of Research in Computing NARC-08 organized by ISTE Kerala section and Department of CSE, AJCE, AJCE, from 2008-11-26 to 2008-12-02

• Faculty Development Programme on Algorithms and Complexity, NIT CALICUT, NIT CALICUT, from 2008-07-06 to 2008-07-19

• Pursuing Class Teacher 2020 - 2024 Batch, from 02-08-2021,  .

• Pursuing IT Lab 1 (Machine Learning Lab) in charge, from 03-06-2019,  .

• Disciplinary Action Committee Member

• Dept. Exam Cell Member

• Dept. Quality Assurance Cell Member (DQAC)

• Dept. News Letter Coordinator

• One week FDP-cum-Workshop on Advanced Computer Vision for Image, Video and Applications, Indian Institute of Information Technology, Kottayam, 2025-06-23

• Faculty Development Program on Data Science (ML&AI), E & ICT Academy, IIT Kanpur (Online mode), 2025-05-26

• International Online Faculty Development program on Data Visualization and Analytics with Excel, Power BI, Tableau and Generative AI, PG Department of Computer Applications and IQAC of Marian College Kuttikkanam (Autonomous), 2024-07-05

• Outcome Based Pedagogic Principles for Effective Teaching (NPTEL), NPTEL, 2023-02-15

• Introduction to Research(NPTEL), NPTEL, 2023-02-14

• Inculcating Universal Human Values in Technical Education , All India Council for Technical Education(AICTE), 2021-10-25

• An Insight into Biometrics for Digital Forensics, Department of Computer Applications, Sri Jayachamarajendra College of Engineering, JSS Science and Technology University, Mysuru, Karnataka, 2021-09-20

• Data Sciences, Cochin University of Science and Technology., 2021-01-07

• Data Analytics and Machine Learning Tools-PHASE 2, Department of Computer Applications, Amal Jyothi College of Engineering, Kanjirappally, Kerala, 2020-08-17

• AICTE Sponsored Six Days STTP on Data Analytics and Machine Learning Tools- Phase II, Department of Computer Science and Engineering Amal Jyothi College of Engineering, Kanjirapally, 2020-08-03

• NPTEL FDP on Discrete Mathematics, nptel, 2019-04-27

• Theory of Computation, Department of Computer Science and Engineering, Saintgits College of Engineering,, 2017-05-22

• Exploring IoT Applications with Raspberry Pi, Department of Electronics and Communication, Amal Jyothi College of Engineering, 2017-01-11

• Introduction to Design of Algorithms, MHRD -NMEICT and by IIT Kharagpur through Project T10kT. , 2015-05-30

• Faculty Development Programme on Advanced Operating Systems, NIT ,Calicut , 2014-07-04

• Advances in Image Processing,  ISTE Kerala section and SJCET, Palai , 2009-11-26

• Neo areas of Research in Computing NARC-08, ISTE Kerala section and Department of CSE, Amal Jyothi College of engineering , 2008-12-02

• Graph Theory & Cryptography, MG University organized by Amal Jyothi College of engineering, 2008-08-08

• Faculty Development Programme on Algorithms and Complexity, NIT ,Calicut, 2008-07-19