Data Entry Specialist - Detail-Oriented - Remote-ready

KETAN NAG

Gandhinagar, Raysan, Gujarat ******

+917********* # ************@*****.*** ï linkedin.com/in/ketannag § github.com/KetanNag Education

Pandit Deendayal Energy University Oct. 2021 – May 2025 Bachelor of Technology in Computer Science & Engineering Gandhinagar,Raysan,Gujarat Relevant Coursework

• Data Structures

• Software Methodology

• Algorithms Analysis

• Database Management

• Artificial Intelligence

• Internet of Things

• Cloud Computing

• Data Analytics

Experience

Zidio Development May 2024 – July 2024

Web Developer Intern Bengalore, Karnataka

• Developed a Resume Builder web application using React, Node.js, Express, and MongoDB, allowing users to create and download customized resumes.

• Designed responsive UI components with React to ensure a smooth experience across devices.

• Built RESTful APIs with Node.js and Express to manage user data and templates stored in MongoDB.

• Collaborated with mentors to enhance features, improve performance, and deliver production-ready full-stack functionality in a remote team setup.

College Project Jan 2025 – May 2025

Full Stack Developer, Major Project Gandhinagar, Gujarat

• Includes real-world tools:React, Node.js, Express, MySQL, Mailtrap, PrimeReact, etc.

• Uses keywords recruiters search for: authentication, filtering, dashboard, CRUD, protected routes, scalable backend,etc.

• Shows outcome and impact: not just what you used, but what it achieved (email alerts, dashboards, filters).

• Highlights complexity: role-based access, email automation, and full-stack architecture. ListEnd

Projects

Face Recognition Attendance System Python, Flask, OpenCV, KNN, HTML/CSS November 2024

Developed a Flask-based attendance system that captures and recognizes student faces in real-time using webcam and OpenCV.

Implemented Haar Cascade for face detection and trained a K-Nearest Neighbors (KNN) classifier for facial recognition with high accuracy.

Built features for user registration, attendance logging, and automated retraining using CSV files and Joblib model serialization.

Designed a clean web interface to display live recognition status, user lists, and attendance logs for enhanced usability. Movie Recommendation System Python, NumPy, Pandas,Google Colab November 2024

Designed and implemented a KNN-based collaborative filtering model to generate personalized movie recommendations by analyzing user behavior and preference patterns.

Engineered a user-item matrix from raw datasets, applied cosine similarity to identify nearest neighbors, and predicted ratings using weighted averages.

Executed and evaluated the model in Google Colab, leveraging ML techniques and MSE as the evaluation metric to optimize predictive performance.

Climate Change Modeling Python, Power BI, Scikit-learn, Pandas April 2024

Developed machine learning models to forecast temperature trends using historical time series data, focusing on model performance and interpretability.

Applied deep learning techniques (LSTM, CNN, Conv-LSTM) to capture complex climate patterns and enhance prediction accuracy.

Built interactive Power BI dashboards to visualize climate data, anomalies, and regional trends for effective insight communication.

Technical Skills

Languages: Python, JavaScript, C, HTML/CSS, Java, SQL Developer Tools: VS Code, Docker, MongoDB, MySQL, Figma, Google Colab Technologies/Frameworks: Windows, Linux, React.js, Node.js, Express.js, MongoDB, Firebase, GitHub, WordPress Leadership / Extracurricular

JCI Club Spring 2022 – Member

Member PDEU

Collaborated with a dynamic team to organize technical and cultural events, impacting 300+ students across campus.

Contributed to event logistics, student coordination, and execution of public speaking and awareness workshops.

Gained hands-on experience in teamwork, planning, and leading group efforts with positive community outcomes.

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