Departments
Admin

Dr. Sajitha I

Assistant Professor

Areas of Specialization

Image processing ,Machine Learning, Deep Learning
Areas of Interest

Network Security, Data Mining , Python Programming, Expert systems , Image processing, Machine Learning, Deep Learning

Educational Summary


Course University Year
PhD Christ Deemed to be University , Bangaluru 2026
M.E Anna University 2014
B.Tech Sahrdaya College of Engineering & Technology 2009
B.Com Calicut University 2006
Diploma in Computer Science and Engineering Womens Polytechnic , Thrissur 2000
Pre-Degree Calicut University 1997

Experience


From Date To Date Institution Name Designation
2019-08-08 continuing Jyothi Engineering College,Thrissur,Kerala Assistant Professor
2012-07-03 2019-08-02 Nirmala College of Engineering Assistant Professor
2011-06-27 2012-07-02 Nirmala College of Information Technology Lecturer

Achievements


Achievement Year
Resource Person, “Building Responsible AI Systems: Bias Detection, Guardrails, SHAP and LIME Explainability,” Six-Day Online FDP “Next-Generation Artificial Intelligence: Agentic, Responsible and Sustainable AI Systems,” Dept. of CSE, Jyothi Engineering College (Autonomous), Thrissur, 17–22 August 2026. 2026
NPTEL Certifications (• Foundations of Deep Learning: Concepts and Applications • OBE and Accreditation 2025-26
Reviewer, ADSSSC 2026, held 9–10 April 2026, organized by Sahrdaya College of Engineering & Technology (Autonomous), Irinjalakkuda, Thrissur, in collaboration with IEEE Kerala Section. 2025

Papers Published


"Secure intrusion Detection System for MANETs" is published in Invention Journal of Information and communication Technologies ,ISBN 978-93-83459-47-6
"Review Analysis of Products and Recommendation system" published in International Journal of Trend in Scientific Research and Development.ISSN:2456-6470
"Review on Image Processing-Based Building Damage Assessment Techniques" published as book chapter in Lecture Notes in Networks and Systems 726
A Comprehensive Review of Small Building Detection in Collapsed Images: Advancements and Applications of Machine Learning Algorithms,” Proc. International Conference on Communication and Computational Technologies, LNNS 1121 (Scopus, Q4). DOI: 10.1007/978-981-97-7423-4_33
Evaluating Building Damage Classification Accuracy: A Benchmarking Study of UNet,” IEEE Xplore, 23 December 2025 (Scopus, Q4). DOI: 10.1109/EarthSense66084.2025.11297371
Advancements and Applications of Machine Learning Algorithms,” Proc. International Conference on Communication and Computational Technologies (ICCCT 2024), Vol. 1, p. 429, Springer Nature
Improvised Machine Learning Model for Extracting Building Footprints from Collapsed Images Using High-Resolution Remote Sensing Images,” International Journal of Modeling, Simulation, and Scientific Computing (Scopus, Q3). DOI: 10.1142/S1793962325410193
Advancing Building Damage Classification Accuracy through Machine Learning Based Model Design using High Resolution Remote Sensing Images,” International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (Scopus, SCIE & WoS, Q3). DOI: 10.1142/S0218488525400100
Remote Sensing Data Analyzed by Machine Learning to Predict Structural Change,” International Journal of System Assurance Engineering and Management (Scopus, SCIE & WoS, Q1). DOI: 10.1007/s13198-026-03199-8

Conferences / Workshop / FDPs Attended


The paper titled "Review on image processing-based building damage assessment techniques" presented in the 4th Doctoral Symposium on Computational Intelligence (DoSCI-2023)-An International Conference organized by Institute of Engineering and Technology, a constituent Institute of Dr. APJ Abdul Kalam Technical University Lucknow, India, and Bhagwan Parshuram Institute of Technology, Delhi, India in association with University of Calabria, Italy on 03rd March 2023.
The paper titled "A comprehensive Review of small building detection on collapsed Images: Advancements and applications of machine learning Algorithms " presented in the 6th International conference on communication and computational Technologies (ICCCT 2024) held during january 8-9 2024
The paper titled "Secure intrusion Detection System for MANETs" in a National conference conducted by Baselious Poulose II catholics College ,Piravam
Participated in 7 days FDP on "SAKSHAM-IT Champion Training Program" conducted in Rajagiri School of Engineering and Technology,Kakkanad
Programming for Everybody (Getting Started with Python) an online non-credit course authorized by University of Michigan and offered through Coursera (6 weeks)
Python Data Structures an online non-credit course authorized by University of Michigan and offered through Coursera(6 weeks)
Participated in 7 days FDP on COMPUTER AND COMMUNICATION NETWORKS conducted in SAI RAM INSTITUTE OF TECHNOLOGY
Participated in 7 days FDP on BLOCK CHAIN TECHNOLOGY conducted in DELHI TECHNICAL CAMPUS,GREATER NOIDA
Participated in 7 days FDP onEmbracing the Creative Side of Teaching and Learning Methods conducted in R.M.K College of Engineering and Technology
AICTE Sponsored Six Days STTP on "Data Analytics and Machine Learning" conducted in Amal Jyothi College of Engg.
Participated a webinar on INTELLECTUAL PROPERTY RIGHTS IN RESEARCH: KNOWING THE BASICS
Participated a webinar on INTRODUCTION TO MICROSERVICES
Participated a webinar on INNOVATIONS IN TEACHING –LEARNING,A GLOBAL PERSPECTIVE
Participated a webinar on SCOPE OF SIEM TECHNOLOGIES IN CYBER SECURITY
Participated a webinar on INTRODUCTION TO ROBOTICS
FDP-Retrieval-Augmented Generation Meets Quantum Computing: Building the Future of AI
FDP- • Next-Generation Automated Systems: Multimodal Learning, MLOps, Responsible Data Analytics and Quantum Processing – Ahalia School of Engineering & Technology

Projects Guided


Projects Name Details Year
A community driven skill exchange system using videi tutorials and credit card Final year B.Tech Project 2026
Smart Travel Assistant Final year B.Tech Project 2025
Dermicure Final year B.Tech Project 2024
Smart Travel Assistant Final year B.Tech Project 2023
Nicotine Analyser Final year B.Tech Project 2022
Social Meadia Management App(Social Flow) Final year B.Tech Project 2020
Review Analysis of Products and Recommendation system Final year B.Tech Project 2019