Deep Learning for Plant Disease Detection: A Practical Framework for Image-Based Crop Diagnosis
Research note on using deep learning for image-based plant disease detection, crop diagnosis, and practical AI-assisted agriculture workflows.
Research Article
Deep Learning for Skin Cancer Detection: A Practical Framework for Automated Skin Lesion Classification
This research note presents a practical deep learning framework for automated skin lesion classification, showing how AI can support skin cancer detection workflows through image-based analysis.
An End-to-End Data Quality Management Framework for Banking Systems with Generative AI Integration
This research note presents an end-to-end data quality management framework for banking systems, showing how generative AI can support profiling, validation, anomaly detection, root-cause analysis, and governance.
AI-Assisted Protein Analysis: From Sequence Representation to Drug-Binding Hypothesis Generation
This research note explores how AI can support protein analysis, from sequence representation and structural interpretation to drug-binding hypothesis generation for early-stage drug discovery.
Building a Persona-Driven Survey Engine Using AI for Synthetic User Modeling and Decision Simulation
This research note explores how an AI-powered persona-driven survey engine can simulate user responses, model synthetic personas, and support structured decision-making through feedback analysis.
Evolving Reasoning in Large Language Models: From Linear Chain-of-Thought to Graph-Based Diagram-of-Thought Frameworks
This research note explores how reasoning in large language models is evolving from linear chain-of-thought prompting to graph-based Diagram-of-Thought frameworks that support more structured, multi-path reasoning.
From Simulation to Prediction: Data-Driven Modeling of Fluid Dynamics Using Artificial Intelligence
Can artificial intelligence learn the behaviour of fluid dynamics from simulation data? This research note explores how AI can support prediction of Rayleigh-Bénard convection using WALRUS and scientific machine learning.