Research & Consultancy
Department of Artificial Intelligence
| Sr no | Name of the faculty member | Research Specialization to be displayed on the R&C website | Any specific interesting research problems that the faculty member is working or intends to work upon |
|---|---|---|---|
| 1 | Dr. Ritu Tiwari |
Artificial Intelligence Robotics Nature Inspired Algorithms Swarm Intelligence Cognitive Modeling Machine Learning Deep Learning |
Human-Computer Interaction Assistive Robots in Medical field Area Exploration and Navigation Robotic dogs for multiple applications Brain Decoding Recommendation Systems Target detection and tracking Biometrics Identification and Tracking of unusual behaviour |
| 2 | Dr. Rahul Dixit |
Digital Image and Video Processing Computer Vision Multimedia Forensics (Image/Video/Audio/Text Forensics) Machine Learning Artificial Intelligence Medical Image Authentication Natural Language Processing Information Retrieval |
Detection of Deepfake and Synthetic Media Forensic Analysis of Text Document Forgery using Computer Vision and Artificial Intelligence Real-time Verification of Multimedia Content Skin Cancer Detection Deep Learning Models for Multi-Language Forgery Detection NLP-Assisted Detection of Watermarked and Manipulated Text in Forged Videos Enhancing Accessibility for Visually Impaired People |
| 3 | Dr. Tanmoy Hazra |
Machine Learning Deep Learning Game Theory |
Applications of game theory in deep learning ML/DL in healthcare ML/DL in agriculture ML/DL in NLP applications Decision-making for multi-agent systems Human behaviour analysis using game theory Virtual doctors for psychiatric patients ML/DL in intelligent transportation system |
| 4 | Dr. Nitesh Funde |
Data Science Machine Learning, Deep Learning Smart Grids Sustainable Cities Optimization Techniques Cyber-Physical Systems |
AI/ML, Data Science Applications in interdisciplinary fields Computing and AI/ML solutions in Smart Grids Energy management and optimization problems in microgrids and EV Energy Consumption Predictions Smart and Sustainable Cities Problems of Climate Change and Environment using AI/ML Use of Bigdata, IoT and Blockchain in healthcare, agriculture, industrial automation Peer-to-peer energy trading |
| 5 | Dr. Praveen Kumar Chandaliya |
Biometrics Face Recognition Face image quality Assessment Computer Vision Biomedical Image processing Generative Adversarial Networks Explainable AI, and Generative AI |
Leveraging Generative AI for Tracing Missing Children Face recognition and image quality assessment for law enforcement agencies. Trustworthy Biometrics Adversarial attacks and morphing Deep fake detection in image and video domain. Synthetic dataset generation to tackle bias and privacy concerns Explainable AI for text, image, and video data. Medical image: colonoscopy, endoscopy, CT scan. Crops image classification |
| 6 | Pruthwik Mishra |
Natural Language Processing Word Problem Solving Computational Linguistics Machine Translation Summarization Large Language Models Speech to Speech Machine Translation Machine Learning Deep Learning Hate Speech Detection Natural Language Understanding Shallow Parsing Dependency Parsing |
Machine Translation Evaluation Human-Computer Interaction Multi Modal Summarization Cognitive Understanding using fMRI Images Brain Decoding Code-Mixed Generation Recommendation Systems Bias Detection and Mitigation Humor Detection and Generation Data Privacy in LLMs Building LLMs for Indian Languages in Low Resource Setting |
| 7 | Dr. Rohit Kumar |
Wireless Rechargeable Sensor Networks Optimization Techniques Approximation Algorithms |
AI/ML Algorithms in wireless sensor networks Optimization Techniques Approximation Algorithms Algorithms, and Applications |