Revathi S

Profile

I am a Ph.D. Scholar in Computer Science and Engineering at Visvesvaraya Technological University, with a focus on Deep Learning, Machine Learning, Image Processing, and Natural Language Processing. I completed my M.Tech and B.E. In Computer Science and Engineering from R.V. College of Engineering and Dr. T. Thimmaiah Institute of Technology, respectively, both with First Class with Distinction. My academic work is centered on exploring advanced computing technologies and their practical applications in real-world scenarios. 

Experience

Teaching: 11 Years

Research: 2 Years

Areas of Interest in Teaching

Python Programming

C Programming

Data Structures

Web Programming

Natural Language Processing 

Design and Analysis of Algorithms

Areas of Interest in Research

Deep Learning

Machine Learning

Image Processing

Publications

International Journals

1. Published paper on “ Survey on Different Implementation Categories of Process Migration and Different Process Migration Algorithms”, IJSETR, Volume 05, Issue 4, June-2016

2. Published paper on  “Performance Analysis and Comparative Study of Process Migration Using Genetic Algorithm”, IJSETR, Volume 5, Issue 11, Nov-2016

3. Published paper on “Survey on Different File Handling Mechanisms in HDFS”, IRJET, Volume 4, Issue 6, June 2017

4. A survey on “Different Techniques for Black Money Deduction”, IJEECS, IRD, India, ISSN: 2347-2820, Volume -6, Issue-1_2, 2018

5. Published paper on “Machine Learning Algorithm for Smart Energy Management, ARIMA-Model”, IJEECS, ISSN: 2347-2820, Volume -6, Issue-1_2, 2018

6. Published paper on “Optimization of Load Balancing In Cloud Using swarm Intelligence: A Survey”, IJCESR, ISSN (PRINT): 2393-8374, (ONLINE): 2394-0697, Volume-6, Issue-6, 2019

7. Published paper on “Algorithmic Crypto Trading using EMA Strategy”, 2025 5th International Conference on Pervasive Computing and Social Networking (ICPCSN), 14-16 May 2025

8.  Published paper on “Deep cross-modal integration with hierarchical multi-head attention for big five personality prediction”,  Multimedia Tools and Applications 14th July 2025- Scopus Q1 Journal 

9. Published paper on “A Multi-modal Fusion Framework with SHAP-based Explainability and Chinese Pangolin-optimized Personality Trait Prediction” , International Journal of Intelligent Engineering and Systems Scopus, Q3 Journal

International Conference

1. Presented Paper on “Sound Mind: Detecting Depression And Anxiety in Humans”,  4th International Conference on Inventive Computation and Information Technologies (ICICIT),  25th Aug - 2022.

2. Presented paper on “Multimodal personality prediction using deep learning techniques”. 7th International Conference on Computation System and Information Technology for Sustainable Solutions (CSITSS), IEEE, 2-4 Nov. 2023.

3. Presented paper on "IoT Based Attendance Monitoring System Using Facial Recognition," Second International Conf. on Advances in Information Technology (ICAIT-2024), Bengaluru, India, 2024.

4. Presented paper on “Personality-Driven Recommendation System with Natural Language Processing”, In  International Conference on Digital Technology and Engineering, Springer Conference on 16th Oct 2025

5. Presented paper on “Optical Flow MTCNN and Cross Attention 3D CNN Based Personality Prediction from the visual features”, 3rd International Conference on Evolutionary Artificial Intelligence [ICEAI 2025], 20th Dec 2025

Springer Book Series

1. Published paper on “Sound Mind: Detecting Depression And Anxiety in Humans”, Springer Book series Lecture Notes in Networks and Systems, ICICIT – 2022, ISSN (Print):2367-3370

MOOC COURSE CERTIFICATION-NPTEL

1. Received Elite Certificate on “Python for Data Science”, Four Week, Sep-Oct, 2020, IIT-Madras.

2. Received Elite Certificate on “Machine Learning”, Eight Week, Feb-Apr, 2021, IIT-Madras.

3. Received Elite Certificate on “Problem Solving Through Programming in C”, Twelve Week, Jan-Apr, 2022, IIT-Madras.

4. Received Mentor certificate for “Business Analytics and Data Mining Modeling Using R, at NHCE, Bangalore, Jan-Apr, 2022

5. Received NPTEL Elite Certificate on “Deep Learning”, 12 Weeks, Jul-Oct, 2023, IIT-Madras.

6. Received NPTEL Pass Certificate on “- Computer Vision and Image Processing:, Jan- Aprl 2025 

7.  Received NPTEL Elite Certificate on “Joy of Computing Using Python”, 12 Weeks, Oct 2025-IIT Madras

MEMBERSHIP IN ENGINEERING BODIES

1. Member, Institution of Engineers(India)

2. Member, Institute for Educational Research and Publication(IFERP)

PATENTS

1. Patent on “SmartCityPark: Revolutionizing urban parking with automated technology and security”, Indian Patent, Filed on Sep 2025.

2. Patent on “Dynamic Route-Rationalization System with Machine‑Learning‑Based ETA Prediction and Multi‑Route Visualization”, Indian Patent, Filed on Dec 2025.

3. Patent on “Solar-Powered IoT Handheld Companion with Hybrid LoRa-Cellular Connectivity and Passive Anemia Screening for Maternal Health”, Indian Patent, Filed on Dec 2025.

DESIGN PATENT

1.   "Medicine Delivery Drones”, Design No. 424511-001, registered under the Designs Act, 2000, REVA University, July 2024.

BOOK PUBLISHED

1. Published a Book on “Prompt Engineering Unlocking the secrets”,  Jhanvika Technologies Publishing House, Publication date ‏ : ‎31 December 2024

COURSE MATERIALS

OS

https://drive.google.com/drive/folders/1hu3KO6LLmWN3yBtQgW6933cVcZkhh3g-?usp=sharing

EVEN Sem 2024-25 - Machine Learning Materials

https://drive.google.com/drive/folders/1UKewHJ3OF0-vMvqRnSzJy7QhNrhy6w6w?usp=drive_link

Deep Learning and Reinforcement Learning

https://drive.google.com/drive/folders/1vjSDtf2EroDwG8bMmixNP4dmoU5qxQK2?usp=drive_link 

Machine Learning 2025-26

https://drive.google.com/drive/folders/1rgcxK_Boli-rKPPvCgwCW2mJKmAm4C9y?usp=drive_link