Vanshika Rana

I’m a B.Tech CSE student (6th Sem) specializing in Agentic AI, NLP and Computer Vision, with hands-on experience building models, pipelines, and interactive tools. I love turning complex data and reasoning into clear outputs that teams can act on.

In my AI and Data Analytics Internship at EduNet Foundation (AICTE & Shell India), I engineered automated EDA pipelines in Python for Crop Yield Prediction and improved analysis efficiency. I developed statistical models to measure how soil nutrients impact agricultural productivity, then communicated results through interactive data dashboards for technical mentors.

Through projects and club work, I’ve been designing systems end-to-end: from a multi-agent RAG setup using Gemini 2.5 Flash and adaptive fallback logic, to price forecasting with strong regression performance and a deployed web app. I’m currently building an image forensics system using a Dual-Input CNN (RGB + Error Level Analysis) to detect tampering, aiming for reliable localization through an automated ELA preprocessing pipeline.