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amangupta143/README.md

Hi there 👋, I'm Aman Gupta

Portfolio Github Linkedin

🧠 About Me

I'm an AI enthusiast with a passion for solving complex problems through machine learning and deep learning. Currently focusing on:

  • 🤖 Building expertise in Machine Learning and Deep Learning
  • 📊 Developing projects with real-world applications
  • 🧮 Strengthening my foundation in Data Structures and Algorithms
  • 💻 Exploring new technologies and methodologies in AI

🛠️ Tech Stack

Programming Languages

Python C C++ Shell script Java

Machine Learning

Tensorflow Numpy Pandas Matplotlib Scikit-learn Static Badge

Databases and Cloud Hosting

Github Pages MySql Repl.it AWS

Software and Tools

Git Github Desktop Jupyter Visual Studio Code Neovim Static Badge Canva Medium Static Badge Static Badge Static Badge Static Badge Static Badge


🎓 Certifications & Education

Warpnet Machine Learning Specialization 🔗
Stanford University • Completed May 4, 2024
Skills: Linear Regression Logistic Regression Artificial Neural Network Decision Trees Recommender Systems Tensorflow Xgboost Collaborative Filtering

Warpnet Data Structures and Algorithms Specialization
University of California San Diego • In progress
Skills: Data Structure Algorithms Np-Completeness Dynamic Programming String Graph Algorithms Algorithm Design Software Testing Debugging Priority Queue BST Hash Table List Stack Suffix Tree KMP Algorithm



🚀 Featured Projects

Sign Language Recognition System Student Performance Prediction System Secure Password Generator

Static Badge


⚡ Stats

Aman's streak

📊 Activity Graph

Aman's Graph

Static Badge GitHub followers Profile Views

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  1. Sign-Language-Recognition-System Sign-Language-Recognition-System Public

    A real-time sign language recognition system built with Flask and MediaPipe. The application uses computer vision to detect and interpret hand gestures, converting them into text and spoken words.

    HTML 4 3

  2. Student-Performance-Prediction Student-Performance-Prediction Public

    A ML application that predicts student math scores using demographic and academic data. Features automated data processing, model training, and a user-friendly web interface for real-time predictions.

    HTML 2

  3. Data-Structures-and-Algorithms Data-Structures-and-Algorithms Public

    Explore C++ programs covering Data Structures and Algorithms in this comprehensive repository. Feel free to explore the code snippets and adapt them to your own projects. 🚀🔍📚

    C++ 2

  4. Aerial-Image-Segmentation-with-PyTorch Aerial-Image-Segmentation-with-PyTorch Public

    This project implements a road segmentation model using a U-Net architecture with an EfficientNet-B0 backbone to detect and segment roads from aerial imagery.

    Jupyter Notebook 2

  5. Diabetes-Prediction-System Diabetes-Prediction-System Public

    This repository contains code for building a K-Nearest Neighbors (KNN) model to predict diabetes based on patient data. Includes data cleaning, hyperparameter tuning, and evaluation metrics.

    HTML 2

  6. Air-Quality-Prediction-FB-Prophet Air-Quality-Prediction-FB-Prophet Public

    This project focuses on time series forecasting of air quality data using the Facebook Prophet algorithm.

    Jupyter Notebook 3