Kshitish Neupane

I am a passionate Python developer with strong interest in Artificial Intelligence and Machine Learning. I have experience building ML models, working with datasets, and deploying basic AI applications. I continuously learn and build projects related to data science, deep learning, and cloud-based ML systems.

1. Machine Learning Model - House Price Prediction

Built a regression model using Scikit-Learn to predict house prices. Performed data cleaning, feature engineering, model training, and evaluation using RMSE and R² metrics.

Tech Used: Python, Pandas, Scikit-Learn, Matplotlib

2. Image Classification using CNN

Developed a Convolutional Neural Network using TensorFlow/PyTorch to classify images. Applied preprocessing, augmentation, and improved accuracy through hyperparameter tuning.

Tech Used: Python, TensorFlow/PyTorch, NumPy

3. Data Analysis Dashboard

Analyzed dataset using Pandas and visualized insights using Matplotlib. Extracted meaningful trends and patterns for business understanding.

Tech Used: Python, Pandas, Matplotlib

AI/ML Practice Projects

• Implemented supervised learning models (Linear Regression, Logistic Regression, Random Forest).
• Worked with classification and regression datasets.
• Performed model evaluation using accuracy, precision, recall, F1-score.
• Understood bias-variance tradeoff and overfitting handling techniques.

BSc (Hons) Computer Systems Engineering

Focus: Programming, Data Structures, Databases, AI Fundamentals

If you'd like to collaborate or hire me, feel free to reach out.

Email: mailkshitish.neu@gmail.com