Sandhya Ramakrishnan
Professor
Date of Joining : 06-09-2001
AICTE Id : 1-446149917
https://sandhyaramakrishnan.amaljyothi.ac.in
Areas of Interest
- Programming
- Deep Learning
- Database Design
- Social Media Mining
Area of Specialization
- Artificial Intelligence
Ambanappallil,
Manakad P.O.,
Thodupuzha,
Thodupuzha,
Idukki - 685608 Kerala
- Pursuing Ph. D- Natural Language Processing - Vellore Institute of Technology (2026)
- MBA- Information System - Institute of Chartered Financial Analyst of India University, Hyderabad (2012)
- M.Tech- Computer & Information Science - Cochin University of Science and Technology (2008)
- B.Tech- Information Technology - Cochin University of Science and Technology (2001)
- HOD in Amal Jyothi College of Engineering from 2004 to 2019
- Lecturer in Amal Jyothi College of Engineering from 2001 to 2004
- Lecturer in Cochin University of Science and Technology 2001
- Ranked in the Top 1% of Certified Candidates for Introduction to R Programming (NPTEL) by IIT Kanpur, awarded NPTEL
- Best Faculty Award -2010-11, awarded AJCE
- Improving Multi-Label Emotion Classification on Imbalanced Social Media Data With BERT and Clipped Asymmetric Loss ,2025, IEEE Access
- POS- based Term Weighting Factor for Efficient Document Clustering ,2011, International Journal of Applied Engineering Research
- Enhancing Twitter Sentiment Analysis using Attention-based BiLSTM and BERT Embedding ,2023, Kochi, Kerala, India
- A Study on Deep Learning Frameworks for Opinion Summarization ,2022, International Conference on Emerging Trends and Technologies on Intelligent Systems, (ETTIS-2022)
- SMS Based E-assessments Enabling better Student Engagement, Evaluation and Recommendation Services in E-learning Making Use of Fuzzy Rules and Course Ontologies ,2012, IEEE Fourth International Conference on Technology for Education,
- Agent Based Electronic Commerce System with Multi Attribute Negotiation Parameters using Java Aglets ,2010, Second National Conference on Recent Trends in Communication , Computation and Signal Processing
- Agent Based E-commerce using Java Agent Development Framework ,2010, National Conference on Recent Advances in Communication Systems, Computing and Green IT
- ?Agent Based Electronic Commerce System using Java Aglets ,2010, National Conference on Emerging Trends in Computer Science
- Agent Based approach for Multimodal Maps based on Open Agent Architecture ,2010, National Conference on National Conference on Frontier Research Areas in Computing 2009 (NCFRAC ?09)
Training programs attended
- 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
- Hands on Workshop on Machine Learning Algorithms, College of Engineering Attingal, ONLINE, from 2021-09-02 to 2021-09-04
- Research Trends in Social Network Analytics, SCMS SCHOOL OF ENGINEERING AND TECHNOLOGY, ONLINE, from 2021-05-24 to 2021-05-28
- 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
- Short Term Course on Effective e-Teaching and Lerarning, International Institute of Information Technology, IIIT-Bangalore, from 2010-11-08 to 2011-03-04
- Career Fest ?08, Yavadeepthi , Kanjirappally, from 2008-04-13 to 2008-04-13
Invited speakers in seminars/conferences/workshops
- National Conference on Security, Parallel Processing, Image Processing & Networking ,2009 (SPIN ?09), Viswa Jyothi College of Engineering , Viswa Jyothi College of Engineering , Vazhakkulam, from 2009-04-06 to 2009-04-06
Resource persons in Training programs
- Inauguration of Computer Association of MES College, MES College , Erumely, from 2009-08-22 to 2009-08-22
- Career Fest ?08, Yavadeepthi , Kattapana , from 2008-04-14 to 2008-04-14
Faculty as members of Expert committees
- CMMI Appraisal Committee, Amal Jyothi College of Enginnering , SCAMPI Appraisal Team Memeber , from 2005-05-04 to 2004-05-07
- Board of Studies - Information Sciences , KTU, Member, from 1970-01-01 to 1970-01-01
Positions Held
- Pursuing NDLI Club President, from 01-03-2021, NDLI Club President
- Head of the Department, from 01-07-2004, to 31-03-2006, Department of Computer Science and Information Technology
- Head of the Department, from 01-06-2004, to 31-12-2019, Department of Information Technology
Current Responsibilities
- Pursuing President, from 01-07-2021, NDLI Club of Amal Jyothi College of Engineering
- Pursuing Convenor, from 30-09-2021, Student Gradience Redressal Committee
- Pursuing Member, from 01-01-2020, College Disciplinary action Committee
- Class Committee Chairman
- Member Board of Studies (KTU)
Specialized Trainings
- Harnessing NLP and ML techniques for social media data analysis explicitly for Indian Languages, Online, 2025-06-24
- Innovative Teaching and Learning Pedagogy, Online, 2024-01-09
- Industrial Training on Deep Learning, Online, 2023-11-13
- Hands on Workshop on Machine Learning Algorithms , Online, 2021-09-02
- Mathematics for Machine Learning, Online, 2021-06-30
- RESEARCH TRENDS IN SOCIAL NETWORK ANALYTICS, Online, 2021-05-24
- Pattern Recognition and Machine Learning, National Institute of Technology, 2014-06-28
- Database Design and Programming with SQL, Oracle Academy, 2014-06-02
- Machine Intelligence and Applications, Cochin University of Science and Technology, 2014-05-08
- Effective e-Teaching and Learning, International Institute of Information Technology, Bangalore, 2011-03-04
- Appraisal Team Member on SCAMPI Class A using CMMI Staged Representation, Amal Jyothi College of Engineering , 2005-01-03
- Introduction to Capability Maturity Model Integrations, Staged Representation, Trimentus Technologies, 0000-00-00
- Class A Appraisal Team Training -Training in SEI s Standard CMMI Appraisal Method for Process Improvement, Trimentus Technologies., 0000-00-00
Sandhya Ramakrishnan
Professor, Information Technology
Date of Joining : 06-09-2001