Dr. Indu John
Assistant Professor
Date of Joining : 01-09-2021
AICTE Id : 1-10530736178
https://drindujohn.amaljyothi.ac.in
Areas of Interest
- Machine learning
- Data analytics
Area of Specialization
- Reinforcement learning
Thuruthel,
Arakuzha P.O.,
Arakuzha,
Muvattupuzha,
Ernakulam - 686672 Kerala
- Ph. D- Computer Science and Engineering - IISc Bangalore (2020)
- M.E.- Computer Science and Engineering - IISc Bangalore (2013)
- B.Tech- Computer Science and Engineering - NIT Calicut (2011)
- Awarded ‘Top 1%’ category and ‘Elite Silver’ certification in the 12-week NPTEL course on ‘Theory of Computation’ (Jan-Apr 2026 semester). , awarded NPTEL
- GATE, 2011
- NET, 2012
- Generalized Speedy Q-Learning ,2020, IEEE Control Systems Letters
- Virtual Machine Placement based on VM-PM Compatibility ,2012, The Mediterranean Journal of Computers and Networks
- Binwave: Autonomous Waste classification and Disposal unit ,2026, INTERNATIONAL CONFERENCE ON DISTRIBUTED EMBEDDED SYSTEMS,ARTIFICIAL INTELLIGENCE AND DATA MINING, Assumption Autonomous College, Changanassery
- Deep Reinforcement Learning with Successive Over-Relaxation and its Application in Autoscaling Cloud Resources ,2020, International Joint Conference on Neural Networks (IJCNN),
- Predictive and Prescriptive Analytics for Performance Optimization: Framework and a Case Study on a Large-Scale Enterprise System ,2019, 18th IEEE International Conference On Machine Learning And Applications (ICMLA)
- Efficient Adaptive Resource Provisioning for Cloud Applications using Reinforcement Learning ,2019, 2019 IEEE 4th International Workshops on Foundations and Applications of Self* Systems (FAS* W)
- Efficient Budget Allocation and Task Assignment in Crowdsourcing ,2019, ACM India Joint International Conference on Data Science and Management of Data
Training programs attended
- One Week Faculty Development Programme (FDP) on 'Agentic Al', Department of Computer Science and Engineering, Amal Jyothi College of Engineering,, Online, from 2026-05-04 to 2026-06-08
- AI based Web Designing workshop, Department of Computer Science and Engineering, Amal Jyothi College of Engineering,, Amal Jyothi College of Engineering, from 2026-04-21 to 2026-04-21
- 12 week NPTEL course on "Theory of Computation", NPTEL (MoE, Govt of India), Online, from 2026-01-19 to 2026-04-18
- 5-day Faculty Development Programme on "Advances in Machine Learning and Deep Learning from Algorithmic Foundations to Edge Intelligence", Department of Computer Science and Engineering, Amal Jyothi College of Engineering,, Amal Jyothi College of Engineering, from 2025-11-24 to 2025-11-28
- NEP 2020 Orientation and Senisitisation Programme, UGC - Malaviya Mission Teacher Training Centre (MMTTC), University of Calicut, Online, from 2025-11-03 to 2025-11-12
- 12 week NPTEL course on "The Joy of Computing using Python", NPTEL (MoE, Govt of India), Online, from 2024-01-22 to 2024-04-20
- 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
- Advances in Natural Language Processing using AI, Vimal Jyothi Engineering College, Kannur, Online, from 2022-03-14 to 2022-03-18
- 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
Invited speakers in seminars/conferences/workshops
- AICERA International Conference on Artificial Intelligence, Secure Computing and Sustainable Technologies (AICERA-ICAISCST 2026), Amal Jyothi College of Engineering, Amal Jyothi College of Engineering, from 2026-04-16 to 2026-04-18
Funded Projects
- BINWAVE : AUTONOMOUS WASTE CLASSIFICATION & DISPOSAL UNIT, Co-PI, Fund-i2u, from 2026-01-01 to 2026-05-31
- BINWAVE : Autonomous Waste Classification & Disposal Unit, PI, Fund-Amal Jyothi College of Engineering, Kanjirappally, from 2025-08-01 to 2026-06-20
Current Responsibilities
- ACM FIC
Dr. Indu John
Assistant Professor, Computer Science & Engineering
Date of Joining : 01-09-2021