Thrust Areas (But not limited to)

Track-1: Data Science and Analytics

    Applied Soft Computing
    Probabilistic Modelling
    Gaussian Processes
    Exploratory Data Analysis
    Data Management & Engineering
    Imbalanced Data Visualization and Analysis
    Feature Selection / Dimensionality Reduction
    Programming & Tools
    Domain Applications
    Topological Data Analysis

Track-2: NLP and LLM

    Text Detection from Visual Mediums
    Large Language Models
    Text Summarization       
    Generative Texts
    Electronics Health Record Analysis
    Question and Answer
    Hallucination Detection
    Knowledge Graph
    Multimodal Language Processing
    Language Technologies for Low-resource Languages

Track-3: IoT, Sensors and Sensor Networks

    Routing and Addressing               
    Internet of Medical Things              
    Internet of Vehicles / Drone
    Mobile e-commerce, multimedia
    Wireless network architectures
    Mobile sensor networks
    Personal area networks 
    Network Economics and Game Theoretic Modeling
    Power management and control, low-power protocols

Track-4: Cryptography and Blockchain

    Blockchain in Education                 
    Smart Contracts and Verification   
    Transaction Monitoring and Analysis      
    Regulations & Policies in Cryptocurrency
    Blockchain for Internet of Things/Cyber Physical Services
    Blockchain-Driven Supply Chain Management Systems
    Distributed Consensus & Fault Tolerance Algorithms
    Performance, Scalability Issues in Blockchain
    Distributed Database for Blockchain
    Blockchain-based Decentralized App Development

Track-5: Applications of AI and ML

    Automation with Agentic AI                                
    Metric Learning                                   
    Recommendation Systems                 
    Explainable AI (XAI)
    Ethics of AI
    ML in Climate Action
    Scalable ML 
    Time-series Forecasting
    Indoor Localization
    Biometric Systems and Bioinformatics
    Brain Signal Classification
    fMRI Data Visualization and Analysis
    Neuro-rehabilitation

Track-6: Computer Vision and Image processing

    Image Classification
    Image Restoration 
    Image Registration
    Pose Estimation
    Satellite Image Analysis 
    Space Objects Detection
    Video-based Smart Surveillance
    Face Expression Recognition 
    Object Detection and Segmentation
    Human Activity Recognition
    Visual Question Answering
    Brain Image Segmentation

Track-7: Deep Learning and GenAI

    Foundational Model Architectures
    Training & Optimization Techniques
    Multimodal & Cross-Modal Generation
    Reasoning, Planning & Agentic Systems
    Detection of AI-generated content (deepfakes, text)
    Efficient inference techniques (quantization, pruning)
    Reinforcement Learning from Human Feedback (RLHF) and alignment

Track-8: Advanced and Emerging Technologies

    Quantum Machine Learning
    Quantum Communication
    Social Network Analysis
    Metabolic Networks
    Traffic Networks
    Supply-chain Networks
    Gene Regulatory Network
    Accelerated Computing