Projects
Tweets Classifier
Jan 2025 – Feb 2025- Multi-algorithm customer complaint classification (SVM, RF, KNN, Naive Bayes, XGBoost).
- Developed reusable pipeline for preprocessing and evaluation using 10-fold cross-validation.
Mock Interview Chatbot
Oct 2024 – Dec 2024- Implemented a mock interview concept using fine-tuned open-source models.
- Led team research, model selection, and conversational AI training in Python.
News Recommendation Bot
- Comprehensive text analysis and recommendation system for news articles.
- Combines clustering, classification, and collaborative filtering.
Student Achievement System
Aug 2022 – Dec 2022- Developed a Java-based application for managing student achievements.
- Utilized advanced data manipulation and agile development methods.