? Machine Learning
? Artificial Intelligence
? Image Computing
? Deep Learning
? Natural Language Processing

Successfully completed Full stack development in Java certification from Kompetenzen Technologies
(2024).
Successfully completed Python 3 with Django certification from Trinity Software Technologies(2023).

? Completed structured training in AI/ML fundamentals at ASAP Kerala (Jan 2026).
? Developed a Sleep Stage Classification using EEG and EMG signal for automated
classification of sleep stages(2026)
? Developed a Hybrid CNN Transformer Object Detection Designed deep learning architecture
integrating local feature extraction (CNN) with global context modeling (Transformer) for improved
remote sensing object detection(2025)
? Developed a Sand-Dust Image Enhancement used enhancement algorithm using Blue Channel
Compensation and Guided Image Filtering to reduce color distortion and improve visibility in degraded
images(2025).

? Developed a Leaf Disease Prediction using Deep Learning ,this application is to help users by
providing all kinds of agriculture related information in this website(2023).
? Developed a Solid Waste Management System uses a hybrid model that combines