Hello, I'm Ansh Gupta

I’m learning Machine Learning and building projects in Python, data science, and AI. I enjoy turning ideas into clean, practical models and insightful visualizations.

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About

Who I am and what I'm focusing on

Background

I'm Ansh Gupta, an aspiring ML engineer. I’m currently learning supervised and unsupervised learning, model evaluation, and data preprocessing. I love exploring how models learn from data.

Focus

My current focus is on scikit-learn pipelines, feature engineering, and experimenting with small deep learning projects using PyTorch.

Goal

Build a strong understanding of ML fundamentals and create portfolio projects that demonstrate real-world problem solving.

Skills

Tools and technologies I'm learning and using

Python
NumPy
Pandas
scikit-learn
Matplotlib
Seaborn
PyTorch
Jupyter
Git & GitHub
Data Visualization

Projects

Recent and learning-focused machine learning projects

Classification

MNIST Digit Classifier

Built a simple CNN to classify handwritten digits. Explored training loops, accuracy, and confusion matrix.

Code Demo

Regression

House Price Prediction

Data cleaning, feature engineering, and model selection using scikit-learn. Compared Linear Regression and Random Forest.

Code Report

NLP

Sentiment Analysis

Explored text preprocessing, vectorization, and simple models to classify sentiment on a small dataset.

Code Write-up

Contact

Reach out for collaboration or feedback