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Nehal Nayak

@nehalnayak

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Computer Science (AI&ML) student who published research on an ML-based traffic noise reduction system.

India

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What I'm looking for

I’m looking to apply analytical frameworks and data visualization techniques to optimize dashboards with clarity and efficiency.

At Prodigy Infotech, I optimized workflows through structured data preprocessing and machine learning model development. I also applied quantitative methods to evaluate model performance and generate actionable insights.

My research paper on an ML-based traffic noise reduction system was published in the Journal of Advanced And Future Research.

In my projects, I built a CNN model for hand gesture recognition and modeled housing data to forecast prices, improving the R score through feature optimization.

I’m pursuing my final-year undergraduate degree in Computer Science (AI&ML) at Shree Devi Institute of Technology. I’m skilled in data analysis, visualization, and processing, and want to apply analytical frameworks and visualization techniques to make dashboards clear and efficient.

Experience

Work history, roles, and key accomplishments

Machine Learning Intern

Prodigy Infotech

Aug 2025 - Aug 2025 (0 months)

Optimized workflows through structured data preprocessing and ML model development. Applied quantitative methods to evaluate model performance and generate actionable insights.

Python data preprocessing Machine Learning Model Evaluation ML Pipelines Data Analysis PowerBI Tableau AI Prompting

Education

Degrees, certifications, and relevant coursework

Shree Devi Institute of Technology

Bachelor of Engineering, Computer Science and Engineering (AI & ML)

2023 -

Pursuing a Bachelor of Engineering in Computer Science and Engineering (AI & ML) at Shree Devi Institute of Technology, affiliated to VTU, Mangalore, from 2023 to present.