Founder Level Project – Simple Calculator App: A lightweight app that performs basic arithmetic operations with a simple user-friendly interface.
Project Outcomes
A fully functional calculator that performs basic arithmetic operations accurately.
A clean, easy-to-use user interface for performing quick calculations.
Strong understanding of core programming concepts: logical operations, event handling, UI design, and application workflow.
Medium Level Project – Personal Expense Tracker: It demonstrates how real-world financial data can be captured, processed, and presented in a user-friendly format. This project serves as an excellent foundation for developing further features like charts, advanced filtering, dashboards, or database integration.
Project Outcomes
A working Python application that records, saves, and analyzes daily expenses.
Ability to track categorized expenses, generate summaries, and produce monthly spending reports.
Hands-on experience with essential Python skills:
Better understanding of real-world financial data management.
Advanced Level Project – Hybrid AI Chatbot (Rule-Based + NLP): A Chabot capable of understanding user queries using both rule-based logic and NLP techniques.
Project Outcomes
1. Fully Functional Hybrid Chatbot
2. Strong Understanding of NLP Concepts
Learners gain practical experience with:
Tokenization
Text preprocessing
Stemming / Lemmatization
Stop-word removal
Intent recognition
Similarity scoring
These skills are foundational for building modern AI and conversational systems.
3. Hands-on Experience with NLP Libraries
Students work with widely-used Python libraries such as:
NLTK
spaCy
scikit-learn
Regex pattern engines.
