Manna Karunya

Manna Karunya

Machine Learning Engineer

I am a passionate Machine Learning Engineer specializing in intelligent, data-driven solutions with expertise in Deep Learning, Computer Vision, and Explainable AI.

Education

P.A. College of Engineering and Technology, Pollachi, Coimbatore

Bachelor of Technology in Artificial Intelligence and Data Science (Sept 2022 – May 2026)

GPA: 9.0/10.0

Coursework: Machine Learning, Deep Learning, Cloud Computing, Database Management System, Data Structures

Skills

Programming Languages

C, Python, SQL

Frameworks/Tools

TensorFlow, PyTorch, OpenCV, Scikit-learn, Pandas, NumPy, Git, YOLO

Technologies

Machine Learning, Deep Learning, Cloud Computing (Azure, AWS), Database Management System

Soft Skills

Communication, Adaptability, Collaboration, Leadership, Creativity

Projects

SafeRide Project

SAFE-RIDE

An AI-powered system predicting and preventing road accidents using driver monitoring, GPS speed, and weather data.

Genomic Project

Explainable Deep Learning for Promoters

Developed CNN models for sigma factor-specific bacterial promoter prediction with six interpretability techniques.

Contact

📍 Pollachi, Coimbatore

📧 m.mannakarunya@gmail.com | 📱 6385237957

🌐 mannakarunya.canva.in

🔗 LinkedIn | GitHub