All Projects

A hybrid-retrieval chatbot that answers questions from user-uploaded documents using FAISS, BM25, Groq, and Streamlit.

A multi-agent LLM app that researches, validates, and writes news articles using LangChain, OpenRouter, Qdrant, and Streamlit.

A hybrid AI system to detect phishing URLs and emails using handcrafted features, tree-based models, and LLM reasoning for real-time cybersecurity defense.

An AI-powered maternal health assistant that combines intent classification using IndoBERT and generative dialogue via LLM to support pregnant and postpartum women.

A sentiment classification pipeline using Naive Bayes and fine-tuned BERT on tweets from Indonesian presidential candidates

A deep learning pipeline for classifying bone fractures from X-ray images using MobileNetV2 and advanced image augmentation techniques

A company HR dashboard cleaned and analyzed using MySQL Workbench, and visualized using PowerBI.

A movie recommender system with content-based filtering and streamlit.

Phising Detection With Decision Tree, Random Forest, Logistic Regression, Naive Bayes, CNN-LSTM, and Multi-Layer Perceptron.

Completed tasks that replicated the work British Airways' Data Science team did consisting of collecting customer review data and creating predictive models.

A Comparative Analysis of CNN Models with Augmented and Non-Augmented Datasets for Brain Tumor Detection