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NandiniReddy Kaduluri

@nandinireddykaduluri

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Aspiring data scientist with expertise in machine learning and analytics.

India

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What I'm looking for

I am looking for a collaborative environment that fosters growth and innovation.

I am a dedicated and enthusiastic Master's student in Computer Applications, with a strong foundation in data science and machine learning. My academic journey has equipped me with the skills to analyze complex data sets and develop innovative solutions. I thrive on challenges and am passionate about leveraging technology to solve real-world problems.

Throughout my education, I have worked on several impactful projects, including a Smart Traffic Management System that utilizes deep learning to optimize traffic flow and a Credit Card Fraud Detection model that enhances transaction security. My hands-on experience with tools like Python, SQL, and various machine learning frameworks has prepared me to contribute effectively in a professional setting.

I am eager to apply my technical skills and problem-solving abilities in a dynamic work environment where I can continue to grow and make a meaningful impact. I believe in the power of data to drive decisions and am excited about the opportunity to work with like-minded professionals.

Experience

Work history, roles, and key accomplishments

Smart Traffic Management System

Vignan's Institute Of Information Technology

Jan 2024 - May 2024 (4 months)

Developed a Smart Traffic Management System using deep learning to control traffic flow. Analyzed traffic patterns, detected congestion, and predicted traffic signals based on vehicle count using the YOLO algorithm.

Deep Learning YOLO Traffic Management Machine Learning Python

Academic Aid Repository

Aditya Degree College

Jul 2023 - Oct 2023 (3 months)

Developed an Academic Aid Repository website providing high-quality educational materials and videos for students. Centralized subject information, making it easier for students to access required resources in one place.

Web Development Educational Technology Content Management Information Architecture

Ecommerce Sales Dashboard

Aditya Degree College

Developed an interactive dashboard to streamline sales tracking and reveal key trends, enabling informed decision-making. Leveraged Excel for data cleaning and dynamic visualizations, improving sales visibility and supporting data-driven strategies.

Excel Power BI Data Visualization Sales Analysis Dashboard Development

Mobile Tracking Using Python

Aditya Degree College

Dec 2022 - Apr 2023 (4 months)

Developed a Python-based application for mobile tracking, leveraging location-tracking APIs to help users recover lost phones. Enabled real-time GPS tracking and automated alerts, improving device recovery and user security.

Python GPS Mobile Application Development Security

Credit Card Fraud Detection

Aditya Degree College

Deployed a Logistic Regression machine learning model to identify fraudulent credit card transactions. Applied data preprocessing and class-balancing techniques, improving detection accuracy and precision to reduce financial losses.

Machine Learning Logistic Regression Fraud Detection data preprocessing Class Balancing

Education

Degrees, certifications, and relevant coursework

Vignan’s Institute Of Information Technology

Master of Computer Applications, Computer Applications

Pursued advanced studies in computer applications, focusing on software development, data management, and system analysis. Gained expertise in various programming languages and modern computing technologies.

Aditya Degree College

Bachelor of Science, Computer Science

Completed foundational coursework in computer science, including programming principles, data structures, and algorithms. Developed a strong understanding of core scientific concepts and their application in technology.