Machine Intelligence and
Data Science (MINDS) Lab
Transforming Complex Data into Intelligent Decisions
Indian Institute of Information Technology Kottayam
Welcome to MINDS Lab
Machine Intelligence and Data Science (MINDS) Lab develops intelligent data-driven models and computational frameworks that transform complex data into actionable knowledge. We conduct both foundational and applied research in machine learning, computational intelligence, optimization, and decision systems to address real-world challenges in engineering, technology, and society.
Vision
To drive transformative research and innovation to utilize the potential of data and artificial intelligence to foster intelligence-driven decision solutions to industry, government, academia and society.
Mission
- To conduct cutting-edge research in machine learning, deep learning, computational intelligence, optimization, and decision sciences.
- To develop intelligent systems capable of learning from complex, large-scale, and dynamic data environments.
- To foster interdisciplinary collaboration for solving real-world societal and industrial challenges.
- To promote trustworthy, explainable, and human-centered AI systems.
- To translate research outcomes into deployable technologies, patents, funded projects, and consultancy services.
Purposes
- Advance scientific research in AI and decision systems.
- Develop AI-driven solutions for Social Good.
- Promote interdisciplinary collaborations.
- Strengthen practical innovation and prototype development.
- Nurture future researchers through mentorship.
Gallery
Latest Updates
Upcoming
New research outputs and collaborative projects with industry partners will be highlighted here.
Recent
MINDS Lab is looking for passionate PhD students and interns to join our upcoming research initiatives.
Past
Successfully established the foundation for machine learning based decision models in the lab.
Our Research Themes
Our cutting-edge research spans multiple domains across computer science and data intelligence.
Machine Learning & Artificial Intelligence
Transforming raw data into predictive power and intelligent systems capable of learning from complex patterns.
Time-Series & Predictive Analytics
Forecasting future trends dynamically by unlocking insights hidden within temporal data sequences.
Pattern Recognition & Signal Processing
Deciphering complex signals to advance state-of-the-art vision, audio, and sensor data interpretation.
AI for Social Good
Pioneering ethical AI applications to solve deeply-rooted societal challenges and promote sustainability.
Data Visualization
Engineering intuitive, interactive visual analytics that turn massive datasets into actionable strategic insight.
Optimization & Decision Intelligence
Developing advanced operational algorithms to solve complex, large scale resource allocation problems.
Our People
Meet the exceptional minds behind the research at MINDS Lab.
Research Projects
Research Funding Sanctioned
| S.No | Project Funding Agency | Project Title | Funding (Rs) | Status |
|---|---|---|---|---|
| 1 | SERB CRG | AI-based Mobility Model for Alternative Fuel Vehicles (AFV) to optimize the route and Mitigate CO Emission using the prevailing AFV Fuel Infrastructure in India | 24 Lakhs | Ongoing |
| 2 | MSME | AutoHire - An AI- Based Automated Technical Interview Solution | 15 Lakhs | Completed |
| 3 | AICTE ATAL | AICTE ATAL FDP on Sensor Data Analytics | 93,000 | Completed |
| 4 | DST-SERB Power Grant | On the central idempotents of algebras arising from Schur-Weyl Duality and the invariant theory of certain groups | 18 Lakhs | CoPI BT Jointly with Dr Geetha, PI , IISER TVM, Dr. Shripad , IIT Bombay |
| 5 | Trycle Edu Co | Video Course Module Preparation | Consultancy |
Patents and Copyrights
| S.No | Patent Title | Date of Application | Status | National / International |
|---|---|---|---|---|
| 1 | Smart Pulse Diagnostic Kit | August 2022 | Published | Indian |
Call for Summer Internships
Join the MINDS Lab to engage and contribute to cutting edge data science and machine learning research.
Program
An opportunity for talented and motivated students to undertake research in AI and Data Science.
Domains
Machine Learning, Computer Vision, Optimization, Time-Series analysis, and AI for Social Good.
Criteria
Students pursuing B.Sc., M.Sc., or BS-MS in Mathematics or Statistics, as well as B.Tech. or M.Tech. students with a strong background in Mathematics, Data Science, and Computer Programming, are eligible to apply.
Duration
8 to 12 weeks during the summer of 2026.
Frequently Asked Questions
Publications
Recent publications relevant to the domain of expertise by the team.
| Sl.No | Title | Authors | Conference/Journal | Publisher | Year |
|---|---|---|---|---|---|
| 1 | Performance evaluation of advanced meta-heuristic and reinforcement algorithms for the electric CVRP | Nishant Rawat, Anju Jose, P. Victer Paul | International Conference on Machine Learning and Data Engineering, Dehradun, India | Procedia Computer Science, Elsevier | 2025 |
Activities
BT, National Conference on Mathematical Modelling and Computation (NCMMC-2024) organized by the Department of Mathematics, PSGR Krishnammal College, Coimbatore during 14-15, March 2024.
Title: Exact solutions of nonlinear time-fractional partial differential equations in Caputo Sense using invariant subspaces.
BT, International Conference on Nonlinear Dynamics: Modelling and Computation during 17th-19th February, 2025, Bharathiar University Coimbatore.
Title: Introduction to Physics Informed Neural Networks
National seminar on Application of Mathematical Modelling and invariant theory, organised by PG department of Mathematics, Vellar College of Women (Autonomous), Thindal, Erode on 20.02.2026.
Title: Introduction to Mathematical Modelling and Its Applications
BT, Delivered a crash course on Probability and Statistics for 5 day FDP cum Workshop organised by Computational Science and Humanities Department, IIIT Kottayam, Statistics, Machine Learning, and Optimization for Scientific Research @IIIT Kottayam-Online Mode-June 26-30, 2025
Contact Us
We are always looking to collaborate, partner and discuss innovative ideas.
Phone
+91-0482-2202165
Address
Indian Institute of Information Technology Kottayam,
Valavoor P.O, Pala, Kottayam,
Kerala, India-686635