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Puneeth Chalapati

@puneethchalapati

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Aspiring machine learning and data analytics engineer building Python models and visualizations.

India

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What I'm looking for

I’m looking for an entry-level role in data analytics and machine learning where I can build real models and dashboards, turn insights into decisions, and grow with mentorship and strong engineering practices.

I’m a B.Tech Computer Science and Engineering (AIML) student (GPA: 7.85/10) focused on turning data into measurable outcomes through machine learning, analytics, and clear visual communication.

I built a machine learning-based Phishing URL Detector that analyzes URL characteristics and uses multiple algorithms to identify potential phishing attempts, with a Gradient Boosting Classifier delivering the best performance.

I also developed a Budget Planner and Expense Monitor—a GUI app where users input categories, track expenses, and visualize charts—implemented with Python, Scikit-learn, PyTorch, and Matplotlib.

Beyond ML projects, I strengthen my engineering fundamentals with practical applications like a To-Do List using Python Tkinter and an Employee Management system using Python + Tkinter + SQLite, and I back my growth with certifications in Prompt Engineering, Presenting Data, and Data Analytics and Visualization.

Experience

Work history, roles, and key accomplishments

Phishing URL Detector

Personal Project

Aug 2025 - Present (10 months)

Built a machine learning-based web application to detect potential phishing URLs using engineered URL features and provide detailed analysis. Implemented and compared multiple classifiers, with the Gradient Boosting Classifier delivering the best performance.

Python Machine Learning Feature Engineering scikit learn Gradient Boosting data preprocessing Model Evaluation

Budget Planner and Expense Monitor

Personal Project

Feb 2025 - Present (1 year 4 months)

Developed a GUI-based budget planner and expense monitor that lets users manage categories, allocate funds, log expenses, and visualize spending with charts. Used Python with Scikit-learn, PyTorch, and Matplotlib for data processing, modeling, and visualization.

Python GUI Development scikit learn PyTorch Data Processing Data Visualization Charted Matplotlib

To-Do List

Personal Project

Feb 2025 - Present (1 year 4 months)

Created a Python Tkinter to-do list application to add, remove, clear, and save tasks. Stored tasks in a text file to reload them later, and implemented the GUI using Tkinter.

Python Tkinter GUI Development Task Management Data & Persistence CRUD Concepts Software Development

Employee Management System

Personal Project

Nov 2024 - Present (1 year 7 months)

Built a Python employee management system using SQLite for database management and a Tkinter GUI for interaction. Implemented the interface and data storage components to manage employee records.

Python Tkinter GUI Development SQLite SQL Database Management Data Management Desktop Applications

Education

Degrees, certifications, and relevant coursework

Education Institute of Aerounautical Engineering

B.Tech, Computer Science and Engineering (AIML)

2022 -

Grade: GPA: 7.85/10

Activities and societies: Projects during the program: Employee Management (Nov 2024), To-Do List (Feb 2025), Budget Planner & Expense Monitor (Feb 2025), Phishing URL Detector (Aug 2025).

Pursuing a B.Tech in Computer Science and Engineering with a focus on AIML. Maintains a GPA of 7.85/10.