Open to opportunities

Vinay venkat User

@vinayvenkatuser

Message

Project intern building CNN-based lung cancer detection pipelines with VGG16 transfer learning.

India

Message

What I'm looking for

I’m looking for an internship where I can work on computer vision or applied machine learning—building preprocessing pipelines, training CNN/transfer-learning models, and improving model inputs to reduce false positives and boost accuracy.

I’m a project intern at the National Institute of Technology Warangal, where I developed a lung cancer detection model using CNNs and transfer learning with VGG16, distinguishing normal from cancerous scans at 92% accuracy.

I also built a Python image preprocessing pipeline (resizing, normalization, and data augmentation) across 5,000+ scans, and improved input data quality checks to reduce false positives by 15%.

Experience

Work history, roles, and key accomplishments

Project Intern

National Institute of Technology Warangal

Jun 2025 - Aug 2025 (2 months)

Developed a lung cancer detection model using CNNs and transfer learning (VGG16), achieving 92% accuracy distinguishing normal from cancerous scans. Built an image preprocessing pipeline in Python (resizing, normalization, data augmentation) across 5,000+ scans to improve model generalization and reduce overfitting. Analyzed large datasets of lung scans to identify patterns and anomalies, reducing

Python CNN VGG16 Transfer Learning Image Processing

Education

Degrees, certifications, and relevant coursework

National Institute of Technology Warangal

Bachelor of Technology, Biotechnology

Indian Institute of Technology Mandi

Minor in CSE and Advanced Technologies Program, Computer Science and Engineering

2024 - 2026

Pursuing a Minor in CSE and Advanced Technologies Program (NSDC/MSDE initiative). Completed Fundamentals of Programming, Fundamentals of Data Structures & Algorithms; in progress Foundations of Systems and Databases.