I S H A _ N A Y A L

Hi, I'm

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isha_nayal

Isha Nayal

A passionate Computer Science and Information Technology undergrad with a strong foundation in Data Structure and Algorithms,AI/ML and Web Development. I am also learning to build AI powered applications using Python, while growing interest in Retrieval Augmented Generation (RAG) and Large Language Models (LLMs) based system. Eager to apply my skills in real-world projects and contribute to innovative solutions.

I’m passionate about DSA, AI/ML, WEBSITE DEVELOPMENT , and bringing smooth, responsive UIs to life with animations and performance in mind. Outside of code, I love exploring tech, and new innovative ideas.

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Projects

Some of the things I've built.

Local RAG Screenshot

Local RAG

I built an awesome local Retrieval Augmented Generation (RAG) chatbot using Python, Olama, Langchain, Streamlit, and Chroma DB! This project came from my realization that standalone large language models (LLMs) have limits—they can give wrong or unsourced answers since their training data isn’t fully controllable. My RAG chatbot fixes that by delivering accurate, sourced responses, and I’m excited to share how it works!

GitHub
mental health chatbot

AI Mental Health Chatbot

Developed a Streamlit-based web application for mental health support with real-time AI conversation capabilities using Ollama’s LLaMA3 language model. The app allows users to engage in natural language conversations with the AI, providing a supportive and interactive experience for mental health discussions.

GitHub
Diabetes Prediction

Diabetes Prediction

Developed a predictive system to determine whether a person has diabetes based on critical medical data such as glucose levels, BMI, insulin, blood pressure, and more. 🩺💉

GitHub
Portfolio Website Screenshot

Portfolio Website

My Personal Proffesional Portfolio made using HTML, CSS, JavaScript and GSAP. It showcases my skills, projects, and experience in a clean and modern design. The website is fully responsive, ensuring a great user experience on both desktop and mobile devices.

GitHub

Let's connect and build something amazing!

ishanayal16@gmail.com
ishanayal16@gamil.com