Parjane Krutika

I am a full-stack developer and data scientist with hands-on experience delivering production-ready web applications and machine learning systems. I combine frontend frameworks (React, Next.js) with backend technologies (Node.js, Flask) and databases (PostgreSQL, MongoDB) to build end-to-end products.

My projects include an AI-based placement platform serving 200+ students, a QR-code digital bus-pass system that cut boarding time by 60%, and a fraud detection pipeline achieving 92% accuracy on 10K+ transactions. I improved a data pipeline efficiency by 40% during a Data Analytics traineeship and built reusable components and RESTful APIs during a full-stack internship.

I prioritize measurable outcomes, cross-browser/responsive user experiences, and explainable ML — applying techniques such as ensemble learning and Grad-CAM for clinical interpretability while delivering real-time dashboards and hardware-integrated features.