Open to opportunities

Ramya Nagarajan

@ramyanagarajan1

Message

I build machine learning solutions for IoT cybersecurity and classification.

India

Message

What I'm looking for

I'm seeking an immediate opportunity in machine learning, AI, cybersecurity, or data-focused work where I can apply Python and classification research to real-world problems. I'm open to relocation and value hands-on technical growth.

I've published IEEE research on detecting application-layer DDoS attacks in IoT networks using machine learning.

For my DDoS Detection System, I built and benchmarked Random Forest, SVM, and LSTM classifiers on 50,000+ labelled network-traffic samples, evaluating accuracy, precision, recall, and F1-score.

Through my MSc in Artificial Intelligence at Royal Holloway, I've trained deep neural networks, applied transfer learning and CNNs for image classification, and built NLP pipelines for text classification and sentiment analysis.

I also bring a software engineering foundation and leadership experience coordinating recruitment, industry partnerships, and career-development activities for 200+ engineering students.

Experience

Work history, roles, and key accomplishments

MSc Artificial Intelligence

Royal Holloway, University of London

Jan 2024 - Jan 2025 (1 year)

Pursued an MSc in Artificial Intelligence with specialized modules in advanced machine learning, neural networks, deep learning, and natural language processing. Completed a dissertation applying deep learning techniques to real-world datasets.

Python TensorFlow Keras scikit learn Deep Learning Neural Networks Machine Learning Computer Vision NLP

Education

Degrees, certifications, and relevant coursework

Royal Holloway, University of London

Master of Science, Artificial Intelligence

2024 - 2025

Activities and societies: Active Student Event Volunteer; contributed to university competitions and academic showcase events.

MSc in Artificial Intelligence with specialized modules in advanced machine learning, neural networks, deep learning, and natural language processing. Completed a capstone project applying deep learning to real-world datasets.

Kongu Engineering College

Bachelor of Science, Computer Systems and Design

2021 - 2024

Activities and societies: Served as Placement Coordinator for the department, managing end-to-end recruitment for 50+ students over two academic years.

BSc in Computer Systems and Design with core coursework in software engineering, data structures, algorithms, and system design. Specialized in IoT applications, cybersecurity fundamentals, and web development.