All Projects
A complete collection of my work in software development, AI, and data science.
Customer Support Ticket Classification System
A production-style machine learning microservice for banking systems that classifies incoming customer support tickets into predefined departments using classical NLP techniques (TF-IDF + Logistic Regression).
Customer Support Ticket Classification System
A production-style machine learning microservice for banking systems that classifies incoming customer support tickets into predefined departments using classical NLP techniques (TF-IDF + Logistic Regression).
- Automated Category Prediction
- Confidence-Aware Routing
- TF-IDF Vectorization
- FastAPI REST Service
Housing Price Prediction
ML model predicting housing prices using regression algorithms and data analysis. Includes comprehensive preprocessing and model training pipelines.
Housing Price Prediction
ML model predicting housing prices using regression algorithms and data analysis. Includes comprehensive preprocessing and model training pipelines.
- Data Preprocessing
- Regression Models
- Data Visualization
CO2 Emission Prediction
Full-stack tool forecasting CO2 emissions with interactive visualizations using NASA data. backend scripts and data handling.
Prompt Injection Detector
Classifier detecting potential prompt-injection attacks in user input using NLP techniques. Includes dataset generation and API.