My Projects

A collection of my work in software development, machine learning, and web applications.

# Featured Projects

Disease Risk Prediction Web App

Streamlit KNN Matplotlib Pandas

Built a multi-page Streamlit web app for predicting diabetes risk using patient data. Included visualizations, model evaluation, educational content, and health tips. Deployed and optimized the model using JoliB Cloud Platform.

Machine learning model for diabetes risk prediction
Interactive data visualizations
Educational content and health recommendations
Cloud deployment with optimization

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Academic Publication Summary Tool

Flask PostgreSQL BeautifulSoup

Developed a web app that extracts and organizes publication data from BibTeX, Excel, and DBLP. Enabled auto-sync with Google Scholar and filtering/export to Word/Excel formats. Designed a PostgreSQL schema for persistent storage and historical updates.

Multi-format data extraction (BibTeX, Excel, DBLP)
Google Scholar integration
Export functionality to Word/Excel
PostgreSQL database design

AWS-Based Portfolio Deployment Project

AWS EC2 S3 Route 53 Flask

Deployed a personal project on AWS using EC2 (backend hosting), S3 (static assets), and Route 53 (domain mapping). Set up automated deployment and secured app with IAM roles. Learned and implemented basic cost management, permissions, and network architecture.

Multi-service AWS architecture
Automated deployment pipeline
IAM security implementation
Cost optimization strategies

# GitHub Repository

ansh@portfolio: ~/github

ansh@portfolio:~/github$ git clone https://github.com/NameIsAnsh

Fake-News-Detection

Jupyter Notebook NLP Machine Learning

Used various natural language processing techniques and machine learning algorithms to classify fake news articles using sci-kit libraries from Python.

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Weather-App

JavaScript API Integration

Weather App that provides weather forecasts for a specified location. Displays weather conditions for the next 14 days, including temperature, precipitation probability, and other relevant data.

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News-Application

Python Web Scraping

A basic news application coded in Python that aggregates and displays news from various sources.

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Chat_bot

Python NLP

A conversational chatbot built with Python, implementing natural language processing for interactive communication.

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Alien_Invasion_Game

Python Pygame

A basic alien invasion game written in Python using the Pygame library. Players control a spaceship to shoot down invading aliens while avoiding their projectiles.

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Text-Editor

Python GUI

A basic text editor application built with Python, featuring essential text editing functionalities.

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ansh@portfolio:~/github$ _