Skills
Projects
(SpeakFrame) Audio & Embeddings Toolkit (RAG base)
A collection of Python scripts to transcribe audio, create and store text embeddings, and retrieve matching text chunks for use with large language models. It supports local audio processing, embedding generation, and semantic search workflows.
Universal Knowledge Agent (RAG)
Universal Knowledge Agent is a RAG-powered engine using Gemini 2.5 Flash and ChromaDB. It transforms .txt and .md files into interactive bots with source attribution and zero hallucinations. Features include web scraping, smart chunking, and a sleek Streamlit UI.
ML Credit score
Built an end-to-end Credit Risk Prediction Web App using Kaggle’s dataset, achieving 86.41 ROC-AUC (close to top leaderboard score of 86.64).Trained models (Logistic Regression, XGBoost, Balanced Random Forest) with strong preprocessing and class imbalance handling. Developed a Django-based app with real-time predictions, dashboard insights, and SQLite integration for a complete ML deployment.
Placement Cell Web App
Developed a web-based system to bridge the gap between students and recruiters, featuring role-based access for admins and applicants to manage the end-to-end placement cycle.
Education
Master of Computer Applications (data science)
- Ajeenkya D. Y. Patil university
Bachelor of Computer Applications (computer applications)
- Rani Channamma university
Let's Work Together
If you're looking for a motivated candidate with skills in data science, Python, and problem-solving, I'd be glad to connect.