Open to opportunities

Siddhu User

@siddhuuser1

Message

I build machine learning models for pest detection and precision agriculture.

India

Message

What I'm looking for

I'm looking for opportunities to apply machine learning, computer vision, IoT, and programming skills while working with new technologies and growing through practical projects.

I developed a CNN-based plant pest detection model integrating Vision Transformer architecture for pest detection, segmentation, and classification.

I designed a dual-branch segmentation strategy with a double-layer CNN encoder to strengthen feature extraction and model robustness. I validated the approach on peanut and other crop pest datasets, outperforming state-of-the-art vision models.

I'm interested in Internet of Things and new technologies, with coursework in object-oriented programming, data structures and algorithms, operating systems, and DBMS.

Experience

Work history, roles, and key accomplishments

Plant Detection Project

Self Employed

Developed a CNN-based model integrating Vision Transformer architecture for pest detection, segmentation, and classification. Designed a dual-branch segmentation strategy with a double-layer CNN encoder to enhance feature extraction and model robustness.

Python Big Data Machine Learning CNN Vision Transformer Segmentation Classification

Education

Degrees, certifications, and relevant coursework

Guru Nanak Institutations Technical Campus

Bachelor of Technology, Computer Science and Engineering (Internet of Things)

2021 - 2024

Pursued a degree in Computer Science and Engineering with a focus on Internet of Things, covering coursework in Object Oriented Programming, Data Structures and Algorithms, Operating Systems, and DBMS.