Aswin P T

Built a comprehensive platform for booking appointments, tracking pets, and managing medical records. Integrated AI-based disease prediction and CRUD operations for seamless pet care management.

Designed a deep learning model to predict RNA secondary structures from sequences using CNN and RNN architectures. Achieved good training accuracy and F1-score on validation using dot-bracket notation.

Developed a TensorFlow-based LSTM model to forecast 7-day PM2.5 levels in major Indian cities. Applied advanced data preprocessing techniques and conducted comprehensive exploratory data analysis.

Built an offline Manglish (Malayalam-English) WhatsApp chatbot using locally hosted Llama-3 model. Features real-time messaging, personality engine, and automated chat flow with emoji-rich responses.

Implemented an adaptive confidence modeling approach to enhance SHADER-based 3D human body shape estimation from monocular images. Improved accuracy and robustness in diverse scenarios.

A comprehensive web-based interactive fuzzy logic system built with Flask and Python. This toolbox provides complete support for fuzzy set operations, membership functions, relations, implications, and full fuzzy inference workflows.

AI-Enhanced PREDICT-ASD is a web-based platform designed to support early screening and management of Autism Spectrum Disorder (ASD) in children. It integrates standardized questionnaires, interactive game-based assessments, AI-assisted preliminary risk evaluation, and real-time caregiver–clinician communication within a secure, role-based system. The platform aims to improve accessibility, engagement, and coordination in early ASD screening and intervention.

This project investigates how sleep deprivation disrupts brain network stability by modeling the brain as a dynamic functional connectome. Using time-resolved fMRI connectivity and Graph Attention Networks, the study aims to predict hallucination-prone states and identify critical prefrontal–sensory disconnections responsible for reality-monitoring failure.