Research & Consultancy Overview

The Department of Artificial Intelligence & Machine Learning is building an active research ecosystem around applied AI — spanning deep learning, computer vision, NLP, generative AI, MLOps, and responsible AI. Faculty collaborate with peers at IITs and NITs through research internships, contribute to peer-reviewed venues, and partner with industry on consultancy engagements that translate cutting-edge AI research into deployable solutions for businesses and the public sector.

  • Deep Learning & Neural Architectures
  • Computer Vision & Multimodal Perception
  • Natural Language Processing & Large Language Models
  • Reinforcement Learning & Decision Intelligence
  • Generative AI, Diffusion & Foundation Models
  • MLOps, AutoML & Trustworthy ML Systems
  • Responsible AI — Fairness, Privacy, Safety
  • Applied Deep Learning Group
  • Vision & Multimodal AI Group
  • Language & Conversational AI Group
  • Generative AI & Foundation Models Group
  • MLOps & AI Systems Group
  • Responsible & Ethical AI Group
  • Ongoing student capstone projects in healthcare imaging, agri-tech vision, and Indic NLP.
  • Summer research internships at IITs, NITs, and IIITs across India.
  • Industry-sponsored mini-projects with regional technology partners.
  • Open-source contributions to ML libraries and Hugging Face model hub.
  • Growing portfolio of Scopus / IEEE / Springer indexed publications in AI & ML venues.
  • Papers presented at national and international AI conferences and workshops.
  • Book chapters and tutorial contributions in machine learning and deep learning.

Domains

  • Computer Vision — quality inspection, OCR pipelines, medical imaging analytics.
  • Natural Language Processing — chatbots, document understanding, multilingual NLP.
  • Predictive Analytics — demand forecasting, churn modelling, recommendation systems.
  • Generative AI — RAG knowledge assistants, content generation, agentic workflows.
  • MLOps Advisory — model deployment, monitoring, and ML platform setup.

The department welcomes consultancy enquiries from industry, startups, and public-sector organisations seeking to apply modern AI techniques to real-world problems.

Department Contact

AI & ML Department
SRKR Engineering College