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Aiswariya Milan K.

Assistant Professor (OC), Department of Computer Science and Engineering, School of computing, Bengaluru

Qualification: B. Tech., M.Tech.
m_aiswariya@blr.amrita.edu
ORCID ID
Google Scholar Profile
Scopus Author ID
Research Interest: Federated Learning, Eye Tracking, Deep Learning

Bio

Aiswariya Milan K. is an Assistant Professor (OC) in the Department of Computer Science and Engineering at Amrita School of Computing, Amrita Vishwa Vidyapeetham, Bangalore, leveraging over a decade of teaching expertise across diverse engineering institutions. She has handled courses such as Data Structures, Advanced Programming, Python for Machine Learning, Pattern Recognition, and Soft Computing.  

Her academic journey began with a B.Tech in Computer Science and Engineering from Rajiv Gandhi College of Engineering and Technology and an M.Tech in Information Security from Pondicherry Engineering College. She cleared the GATE Exam in both 2012 and 2018. She is pursuing a Ph.D. in Computer Science and Engineering under Dr.Amudha J., Professor, Department of Computer Science and Engineering. 

Her research interests are Deep Learning, Federated Learning, and Eye Gaze Data Analytics. She conducts research within the Eye Tracking and Computer Vision Research Lab, led by Dr. Amudha J. She is a member of the AI for Health and Well-Being Research TAG. 

Publications

Conference Paper

Year : 2025

PoseSmart: AI-Driven Dress Recommendations with Pose Estimation

Cite this Research Publication : Dubba Hima Bindu, Siri M, Muvvala Sri Venkata Satya Shanvitha, Aiswariya Milan K, PoseSmart: AI-Driven Dress Recommendations with Pose Estimation, 2025 3rd International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC), IEEE, 2025, https://doi.org/10.1109/isacc65211.2025.10969254

Publisher : IEEE

Year : 2025

Network Intrusion Detection by Integrating BI-LSTM for Enhanced Security

Cite this Research Publication : Lakshmi Priya P., Kandibanda Lohith, Joel M. Johnson, Jyotsna C., Aiswariya Milan K., Network Intrusion Detection by Integrating BI-LSTM for Enhanced Security, 2025 3rd International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC), IEEE, 2025, https://doi.org/10.1109/isacc65211.2025.10969259

Publisher : IEEE

Year : 2025

Explainable AI-based Detection and Interpretation of Abnormalities in Chest X-rays

Cite this Research Publication : Sai Smrithi Muthukumar, Bhavika Gandham, Trisha Vijayekkumaran, Jyotsna C, Aiswariya Milan K, Explainable AI-based Detection and Interpretation of Abnormalities in Chest X-rays, 2025 3rd International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC), IEEE, 2025, https://doi.org/10.1109/isacc65211.2025.10969158

Publisher : IEEE

Year : 2025

EchoVision: RealTime Object Detection and Voice Assistance for the Visually Impaired

Cite this Research Publication : Penumarthi Hima Varshini, Swati V, D. Navya, Aiswariya Milan K, EchoVision: RealTime Object Detection and Voice Assistance for the Visually Impaired, 2025 3rd International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC), IEEE, 2025, https://doi.org/10.1109/isacc65211.2025.10969403

Publisher : IEEE

Year : 2025

Understanding Graph Neural Networks Models for Healthcare Fraud Detection in Insurance Claims

Cite this Research Publication : Archana Reddy P., Divya Jyothi G., Velumury Varshita, Chennupati Akshitha, Aiswariya Milan K., Understanding Graph Neural Networks Models for Healthcare Fraud Detection in Insurance Claims, 2025 International Conference on Intelligent and Innovative Technologies in Computing, Electrical and Electronics (IITCEE), IEEE, 2025, https://doi.org/10.1109/iitcee64140.2025.10915253

Publisher : IEEE

Year : 2025

Enhancing Underwater Image Captioning Using Transformer Models and Augmented Terrestrial Datasets

Cite this Research Publication : Rohan Gamidi, M Hemasri, Tejaswi Muppala, Vinitha Chowdary A, Aiswariya Milan K, Suja Palaniswamy, Enhancing Underwater Image Captioning Using Transformer Models and Augmented Terrestrial Datasets, 2025 International Conference on Pervasive Computational Technologies (ICPCT), IEEE, 2025, https://doi.org/10.1109/icpct64145.2025.10940912

Publisher : IEEE

Year : 2025

Classification of Structures and Monuments based on Indian Architectural Styles

Cite this Research Publication : Ananya Ganapathi, Deivanai Saravanan, Sneha T Raghavan, Jyotsna C, Aiswariya Milan K, Classification of Structures and Monuments based on Indian Architectural Styles, 2025 3rd International Conference on Intelligent Systems, Advanced Computing and Communication (ISACC), IEEE, 2025, https://doi.org/10.1109/isacc65211.2025.10969241

Publisher : IEEE

Year : 2024

An Efficient Spell Checker System for Paragraphs and Baudot Codes Using Tries

Cite this Research Publication : G. Tejesh, Y. Gowtham, P. Sriharsha, U. Aditya, Aiswariya Milan K, An Efficient Spell Checker System for Paragraphs and Baudot Codes Using Tries, 2024 4th Asian Conference on Innovation in Technology (ASIANCON), IEEE, 2024, https://doi.org/10.1109/asiancon62057.2024.10838175

Publisher : IEEE

Year : 2024

Analysis and Implementation of Crypto currency Arbitrage Strategies: A Data Structures Approach

Cite this Research Publication : C Madhuja, Sneha Yadav, Samreen Sidhu, Aiswariya Milan K, Analysis and Implementation of Crypto currency Arbitrage Strategies: A Data Structures Approach, 2024 Third International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT), IEEE, 2024, https://doi.org/10.1109/iceeict61591.2024.10718625

Publisher : IEEE

Year : 2024

Efficiency Analysis of Conventional and Weighted Grid-Based Pathfinding Algorithms: A Performance Comparative Study

Cite this Research Publication : Yasasree Lasya A, Asi Kuushalie, Gayatri Yerukola, Aiswariya Milan K, Efficiency Analysis of Conventional and Weighted Grid-Based Pathfinding Algorithms: A Performance Comparative Study, 2024 Third International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT), IEEE, 2024, https://doi.org/10.1109/iceeict61591.2024.10718412

Publisher : IEEE

Year : 2024

Megan – A Sports Chatbot using OpenAI APIs and Django Framework with Python

Cite this Research Publication : M. Yagnasri Priya, Samrudhi S. Kamble, Sanjivani P. Shendre, Swetha Sridhar, Aiswariya Milan K, Megan - A Sports Chatbot using OpenAI APIs and Django Framework with Python, 2024 IEEE 9th International Conference for Convergence in Technology (I2CT), IEEE, 2024, https://doi.org/10.1109/i2ct61223.2024.10543499

Publisher : IEEE

Year : 2024

Interactome: A Platform for Comprehensive Drug-Drug Interaction Analysis

Cite this Research Publication : Amrutha Sivakumar, Shreya Bhanot, M Srinidhi, K Aiswariya Milan, Interactome: A Platform for Comprehensive Drug-Drug Interaction Analysis, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10725436

Publisher : IEEE

Year : 2024

Personalized Travel Itinerary Recommender System using Tkinter and SQLite

Cite this Research Publication : Advik Narendran, Anantha Hothri, Manyam Yashaswini, Srinidhi Sundaram, K. Aiswariya Milan, Personalized Travel Itinerary Recommender System using Tkinter and SQLite, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), IEEE, 2024, https://doi.org/10.1109/icccnt61001.2024.10725832

Publisher : IEEE

Year : 2024

Ice hockey game using Deep Reinforcement Learning

Cite this Research Publication : Y. Mounika, Y. Lakshmi Prasanna, Y. Tarakaram, J. Amudha, K. Aiswariya Milan, Ice hockey game using Deep Reinforcement Learning, 2024 IEEE 9th International Conference for Convergence in Technology (I2CT), IEEE, 2024, https://doi.org/10.1109/i2ct61223.2024.10543989

Publisher : IEEE

Year : 2024

Automated Insight Tool: Analyzing Eye Tracking Data of Expert and Novice Radiologists During Optic Disc Detection Task

Cite this Research Publication : Aiswariya Milan K, Amudha J, George Ghinea, Automated Insight Tool: Analyzing Eye Tracking Data of Expert and Novice Radiologists During Optic Disc Detection Task, Proceedings of the 2024 Symposium on Eye Tracking Research and Applications, ACM, 2024, https://doi.org/10.1145/3649902.3656355

Publisher : ACM

Year : 2023

Emotion and Advertising Effectiveness: A Novel Facial Expression Analysis Approach Using Federated Learning

Cite this Research Publication : Mandava Jaswanth, N K L Narayana, Sreedharreddy Rahul, Aiswariya Milan K, Amudha J, Emotion and Advertising Effectiveness: A Novel Facial Expression Analysis Approach Using Federated Learning, 2023 IEEE 20th India Council International Conference (INDICON), IEEE, 2023, https://doi.org/10.1109/indicon59947.2023.10440766

Publisher : IEEE

Year : 2022

A Machine Learning Framework for Classification of Expert and Non- Experts Radiologists using Eye Gaze Data

Cite this Research Publication : Shamyuktha R S, Amudha J, Aiswariya Milan K, A Machine Learning Framework for Classification of Expert and Non-Experts Radiologists using Eye Gaze Data, 2022 IEEE 7th International Conference on Recent Advances and Innovations in Engineering (ICRAIE), IEEE, 2022, https://doi.org/10.1109/icraie56454.2022.10054277

Publisher : IEEE

Journal Article

Year : 2025

Fed-Hetero: A Self-Evaluating Federated Learning Framework for Data Heterogeneity

Cite this Research Publication : Aiswariya Milan Kummaya, Amudha Joseph, Kumar Rajamani, George Ghinea, Fed-Hetero: A Self-Evaluating Federated Learning Framework for Data Heterogeneity, Applied System Innovation, MDPI AG, 2025, https://doi.org/10.3390/asi8020028

Publisher : MDPI AG

Year : 2020

Machine Learning Techniques in Healthcare—A Survey

Cite this Research Publication : Kummaya, Aiswariya & Kumar, Niharika. (2020). Machine Learning Techniques in Healthcare—A Survey. Journal of Computational and Theoretical Nanoscience. 17. 4276-4279.

Publisher : Ingenta Connect

Year : 2015

QoS enhanced scheduling framework for IoT Using LTE-A.

Cite this Research Publication : Aiswariya, M. K., and Shilpa Ramesh. "QoS enhanced scheduling framework for IoT Using LTE-A." Int.Adv. Res. Comput. Eng. Technol. 4.11 (2015): 4273-4276.

Book Chapter

Year : 2021

15 Lethal Vulnerability of Robotics in Industrial Sectors

Cite this Research Publication : G. Babukarthik; Terrance Frederick Fernandez; Sivaramakrishnan Sivaramakrishnan; Aiswariya Milan, "15 Lethal Vulnerability of Robotics in Industrial Sectors," in Big Data Management in Sensing: Applications in AI and IoT , River Publishers, 2021, pp.227-238.

Publisher : River Publishers

FDP / Workshops
  • Conducted workshop on “Training on Computer Graphics using OpenGL”
  • Conducted workshop on “Artificial Intelligence in Computer Graphics”
  • Organized 5-day workshop on “International FDP on Emerging Trends in Computer Science and Engineering”.
  • Organized 5-day workshop on “Mobile App development”
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