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I'm Priyanka, a software developer and open-source contributor. I enjoy building real-world applications that combine software engineering with AI/ML — from full-stack web apps to intelligent, data-driven systems. Always learning something new.
An AI-powered Windows system log analysis tool using Retrieval-Augmented Generation (RAG) and LLMs for interactive querying, log summarization, and actionable insights.
Developed a predictive modeling system using an XGBClassifier to assess recidivism risk based on demographic and criminal history data from the COMPAS dataset. Streamlined data processing and hyper…
Built a Streamlit NLP app to classify toxic content from text, files, and YouTube transcripts • Fine-tuned BERT, RoBERTa, DistilBERT, and Detoxify; integrated fallback SVM with TF-IDF • Implemented…