Welcome to my GitHub profile! I'm a passionate software developer and data scientist with a keen interest in web development, machine learning, and open-source contributions. Here you'll find a showcase of my projects, experiments, and collaborative efforts.
- π Data Scientist: Enthusiastic about data analysis, machine learning, and real-world forecasting problems.
- π» Software Developer: Experienced in TypeScript, React, Next.js, Python, and web technologies.
- π Lifelong Learner: Always exploring new technologies and refining my skills.
- π Open Source Enthusiast: Contributor to a variety of open-source projects.
This project predicts Global Horizontal Irradiance (GHI) using historical weather data from Saudi Arabia. It leverages advanced machine learning models to build an accurate forecasting system and deploys it as a web application for real-time GHI prediction.
- ML Workflow: End-to-end pipeline from data preprocessing to model deployment.
- Tech Stack: Python (scikit-learn, pandas, numpy), JavaScript, HTML.
- Web Application: Interactive dashboard for real-time GHI predictions.
- Dataset: Saudi Arabia weather data (2015β2020).
- Repositories:
Active contributor to several open-source projects related to data science and web development.
- GitHub: nishnarudkar
- LinkedIn: Nishant Narudkar
- Twitter: @nishnarudkar
- Email: [email protected]
I'm always open to collaborating on interesting projects and ideas. Feel free to reach out if you want to work together!