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Bandela Vaishnavi

@bandelavaishnavi

Message

I build machine learning solutions for network security and software performance.

India

Message

What I'm looking for

I'm seeking an entry-level role in a growth-oriented organization where I can apply my technical and analytical skills, build innovative software solutions, improve system performance, and continue learning new technologies.

I developed a supervised machine learning approach to detect DDoS attacks in network traffic, processing and analyzing more than 100,000 benchmark traffic records.

I engineered 20+ traffic-flow features and improved the model through feature selection and hyperparameter tuning, achieving 80% detection accuracy, 75% precision, and 80% recall while reducing detection time by 30%. I also tested the system in realistic network simulations to support scalable enterprise deployment.

I'm a Computer Science Engineering graduate seeking an entry-level opportunity to apply Python, Java, C++, web technologies, and analytical problem-solving to innovative software solutions.

Experience

Work history, roles, and key accomplishments

Computer Science Graduate

Kakatiya Institute of Technology and Science for Women

Jun 2021 - May 2025 (3 years 11 months)

Bachelor of Technology in Computer Science Engineering with a focus on software development and machine learning. Completed academic projects including a supervised learning approach for DDoS attack detection.