1.    "A model for improved performance prediction using ensemble-based hybrid classification approach on a multivariate student dataset" Science Publishing Corporation Dubai, UAE 2018 (SCOPUS INDEXED).

2.    “Improved Extraction Model (RLx) for Sentiment Analysis and Classification in Educational Data Mining” Institute of Advanced Scientific Research, 2018 (SCOPUS INDEXED).

3.    “Bound Model of Clustering and Classification (BMCC) for Proficient Performance Prediction of Didactical Outcomes of Students” on The SAI Publications Japan, 2018. SCI and SCOPUS INDEXED.

4.    “Model of Tuned J48 Classification and Analysis of Performance Prediction in Educational Data Mining” Research India Publications. (UGC Care list)

5.    Presented and published a paper titled “A Review on Data Mining Techniques and Factors Used in Educational Data Mining to Predict Student Amelioration” at the IEEE International Conference on Data Mining and Advanced Computing 2016, with ISBN 978-1-4673-8594-7 (IEEE Explore Compliant, SCOPUS INDEXED), 978-1-4673-8593-0 (Print)

6.     Published a paper titled “Mining and Rattling Methods for Analysing Malware” in the International Review of Applied Engineering Research (ISSN: 2248-9967) Vol-4, Number-1, June 2014.

1.    UML Master: Object-Oriented Analysis and Design Using the UML -A Learning Companion

2.    A Nutshell of Python Programming: The Beginners Syllabus [technical proofs progresses]

3.    R Programming Learning Made Simple

4.    Tips on Mobile Computing - Android Application Development

1. IBMs 28 days Training and Practice on Emerging Technologies (IBM Watson and NodeRED) followed by project Build-a-thon Sep 2020-Oct 2020.
2. National Workshop on Data Science, at Nirmala College Muvattupuzha, in association with DataCamp. 08 and 09, 02-2019.
3. Participated and achieved Grade-EX(Excellent) in a TWO-Weeks ISTE STTP on “Introduction to Design Algorithms” conducted by Indian Institute of Technology (IIT) Kharagpur from 27^th April to 30^th May 2015
4. Participated in the Programme on Big Data Analysis Using SPARK and Map Reduce-Developing Lightning Fast Applications organized by Cochin University of Science and Technology under TEQUIP phase II during November 2015.
5. Attended 5 Days Workshop under TEQIP Phase-II on “Advances in Web Technology using Java” during April 2013 at School of Engineering, Cochin University of Science & Technology, Kochi-682022.
6. Attended 12 Days AICTE Sponsored Programme on 'Machine Learning Techniques' during May 2013 at SCMS School of Engineering and Technology (SSET), Karukutty, Ernakulam, Kerala.
7. Attended 5 Days programme under TEQIP Phase-II on "Web Semantics and Data Mining" organized by Department of Computer Science and Engineering, Rajiv Gandhi Institute of Technology, Kottayam, Kerala. Dated 24th to 28th September 2013.
8. Participated in the One Day Workshop on “FOSS and G-Application” conducted on 21st Dec 2011.
9. Three Day Workshop on PYTHON sponsored by KSCSTE and held at UC College Aluva on Dec 2011.
10. Successfully participated in a one-day workshop on “Sailing in the Cloud: Hadoop and map-reduce” organized at SNG on 21st Dec 2010.
11. Attended the workshop “Advanced Developer Technologies” organized by Microsoft Users Group on 25 April 2009. K-MUG.org

1. Presented a paper titled “A Review on Data Mining Techniques and Factors Used in Educational Data Mining to Predict Student Amelioration” at the IEEE International Conference on Data Mining and Advanced Computing 2016, with ISBN 978-1-4673-8594-7(IEEE Explore Compliant), 978-1-4673-8593-0 (Print)
2. Presented the title A Comprehensive Survey on Educational Data Mining and Use of Data Mining Techniques for Improving Teaching and Predicting Student Performance in the International Conference on Innovative Engineering and Technologies (ICIET ‘15) organized by CAASR Publishers Canada held in Thailand during November 2015. ISBN 978-0-9948937-1-0.
3. Presented a paper titled “Mining and Brisk Techniques in Malware Analysis” in the National Conference ACCCAS-2014, organised by Al-Ameen Engineering College, Erode on 29^th March 2014.
4. Jointly presented, as the second author of a paper, titled “An Efficient Approach to Ensure Cloud Storage” in the book of abstracts of the National Conference ACCCAS-2014, organised by Al-Ameen Engineering College, Erode on 29th March 2014.

• AKME (analytical tool)
• Boggleit
• COINS (Mainframe Project of CDAC, TVM)
• RoxyPOSIMS
• spotneeds
• ECPoS V 04.1
• Personal Equity Book V 1.0
• Bioscope
• LiMS
• DbText Crypto System

Board of Studies Member Al Ameen Engineering College (Autonomous) Erode.

• Served as Session Chair in the International Conference in Machine Intelligence in Research and Development ICMIRD 22, organised by, SN Gurukulam College of Engineering, Kadayiruppu, Ernakulam, on 18^th to 20^th , April 2022.
• Served as Session Chair in the International Conference on Emerging Trends in Engineering & Management (ICETEM’14), organised by, SNG College of Engineering, Kadayiruppu, Ernakulam, on 30th and 31st, December 2014.
• Chaired a technical session in the International Conference on Security and Authentication (SAPIENCE-’14), jointly organised by School of Computer Sciences, Mahatma Gandhi University, Kottayam and Department of Computer Applications, SNG College of Engineering, Kadayiruppu, Ernakulam during 27th and 28th, March 2014.
• Chaired a session in the National Conference on Computing Technologies (NCCT-‘14), organised by Department of Computer Science and Engineering, SNGCE, Kolenchery during 6th and 7th, March 2014.

1. Udemy’s MiniProjects with Python from Scratch

Cert Number: #UC-fd82ed28-49f3-455b-a7e9-62201a7cfc00

Cert Url: ude.my/UC-fd82ed28-49f3-455b-a7e9-62201a7cfc00                                   

2. Introduction to the Tidyverse – Cert Number: # 9693798 Jun 2019 (DataCamp)
3. Introduction to R – Cert Number: #6064729 Jan 2019 (DataCamp)
4. Intermediate R – Cert Number: #8306848 Feb 2019 (DataCamp)
5. R Programming Track – Cert Number: #72629, 2019 (DataCamp)

1. Participated in the Two Day National Seminar on Intellectual Property Rights and Patent Drafting organised by Patent Information Centre – Kerala/ KSCSTE held at SNGCE on 27^th & 28^th September 2017.
2. Participated in the short term training Programme on R Programming Organised by Mar Athanasius College of Engineering, Kothamangalam Kerala in association with ISTE from 21^st to 23^rd July 2016
3. Joined into IEEE International Conference on Data Mining and Advanced Computing 2016, conducted during 16-18 Mar 2016.
4. Participated in the International Conference on Innovative Engineering and Technologies (ICIET ‘15) organized by Canadian Arena of Applied Scientific Research Ltd. held in Bangkok, Thailand during 27and 28^th November 2015.
5. Took part in the hands-on seminar on “Advanced Data Mining and Big Data Analysis” organised RIT, Kerala on, 2015.
6. Attended the National Conference on Computing Technologies 2014 (NCCT-‘14), organised by Department of Computer Science and Engineering, SNGCE, Kolenchery during 6th and 7th, March 2014.
7. Took part in the International Conference on Security and Authentication (SAPIENCE-’14), jointly organised by School of Computer Sciences, Mahatma Gandhi University, Kottayam and Department of Computer Applications, SNG College of Engineering, Kadayiruppu, Ernakulam during 27th and 28th, March 2014.
8. Attended the National Conference on Advances in Computing, Control, Communication, Automation and Structural Engineering (ACCCAS-2014), organised by Al-Ameen Engineering College, Erode on 29th March 2014.
9. Participated in the one-day workshop on "Intellectual Property Rights”, jointly organised by Patent Information Centre-Kerala / KSCSTE and Sree Narayana Gurukulam College of Engineering, Kolenchery, Ernakulam on 16th August 2014.
10. Attended a Two Day Refresher Programme on “Advances in Web Data Mining” organised by Walking Ants Technologies on Nov 28-29, 2014 at Ankamaly, Ernakulam.
11. Participated in the International Conference on Emerging Trends in Engineering & Management-2014 (ICETEM’14), organised by, SNG College of Engineering, Kadayiruppu, Ernakulam, on 30th and 31st, December 2014.
12. Participated in the Faculty Development Programme titled “A Teacher has to be a Leader” organised by Department of Management Studied at SNGCE, Kadayiruppu, during June 2-4, 2014
13. Participated in the Train the Trainer Programme on ‘Scopes in Data Analytics using Scala’ at, Ernakulam, on 11 Feb 2014.
14. Engaged in 2 Days National Conference on Emerging Trends in Computer Science and Applications, SAPIENCE'13 - at SNGCE, Kolenchery, Kerala. Dated: 1st & 2nd of February 2013
15. Associated with 2 Days CSI Sponsored National conference on “Computing Technologies" at Sree Narayana Gurukulam College of Engineering, Kolenchery, Kerala. Dated: 7 & 8 March, 2013
16. Participated in the “National Conference on Computing Technologies” in March 2012.
17. Successfully participated in the “Placement Officers Workshop on Entrepreneurship Conference” POWER12 held at AISAT, April 2012.
18. Attended “International seminar on New Generation Banks and Economic Development” held on 10^th Jan 2011.
19. Participated in the seminar programme on “Project Management” held at SNGCE on May 19, 2010.
20. Participated in One Day seminar on “Educational Utilisation of Standards” organized by Bureau of Indian Standards, Thiruvananthapuram on 24 October 2008.

• Contributor - Board of Scheme Finalisation APJA KTU
• Coordinating committee member of Course Approval, Affiliations for Lateral MCA and Integrated MCA, MGU.
• Coordinating member of Syllabus committee(MGU) for Lateral MCA and Integrated MCA at its inception in MG University.

• Member - Board of Examiners APJA KTU
• Former Member - Project Evaluation Team (MCA) MG University
• Former Member - Board of Examiners (MCA) MG University

• Lead Coordinator - Web | Development, Support and Promotion.
• Staff-in-Charge - MediaCell and Creative Communications.
• Familiarised with Digital and Social Media promotions of Organisations currently on-board with Organisational Activities.
• Former Technical Area Editor of Gurukulam International Journal of Innovations in Science & Engineering (GIJISE)
• Secretary, Executive Committee of Parent-Teacher Association, SNGCE (since 2011).
• Former Secretary of Staff Recreation Club.

1. ISTE Membership – Indian Society for Technical Education (Jan 2009 - Present: life membership)
2. ACM Membership – Association for Computing Machinery (2019 – Present), Membership Number: 1615935
3. IAOE Membership - International Association of Online Engineering, Membership ID: 10313
4. CSTA Membership – Computer Science Teachers Association
5. IAENG – International Association of Engineers (Sep 2016 – Present), Member Number: 125813
6. SCOPUS – Author ID: 57193071988
7. Clarivate Analytics Web of Knowledge – (2017 – Present), Researcher ID: B-2986-2017
8. EAI Membership – Enterprise application integration Member Number: 8457

He loves songs/poems and also holds an extra life of interest in fast sketching, Theme doodling, and illustrations.

Subjects Handled:

1. Virtualisation and Containers                     (KTU)    
2. Web Programming (Practical)                     (KTU)    
3. Python Programming                                    (KTU)    
4. Agile Software Engineering                         (KTU)    
5. Mobile Computing                                         (KTU)    
6. Android Application Development            (KTU)    
7. Business Intelligence                                     (KTU)    
8. Applied Statistics in R (Practical)                (KTU)    
9. Web Data Mining                                           (KTU)    
10. Data Mining                                                     (KTU)    
11. Software Engineering                                    (MGU)
12. Java and Web Programming                        (MGU)
13. Management Information systems           (MGU)
14. Enterprise Resource Planning                     (MGU)
15. Structured Programming in C                     (MGU)
16. Object-Oriented Modeling and Design    (MGU)
17. Object-oriented development using PHP               (MGU)
18. Information Processing (IPUC)                   (MGU)
19. Structured Programming in C                     (MGU)