Overview
A collection of personal projects demonstrating proficiency in data analysis, machine learning, cloud computing, and data engineering.
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Python Projects
📈 Stock Analysis Tool
Financial analysis tool using Python, yfinance, matplotlib, streamlit, and VaderSentiment for stock analysis and news extraction.
🌸 Iris Prediction
Machine learning application predicting iris flower types based on physical characteristics. Built with Python, sklearn, pandas, and streamlit.
💬 Sentiment Analysis
Analyze sentiment, polarity, subjectivity, and extract top keywords from text. Identifies named entities and monitors customer sentiment.
🌊 Sea Level Prediction
Analyze historical sea level data, develop predictive models for future sea level rise, and visualize results for stakeholders.
📊 Page Views Analysis
Data visualization tool for analyzing freeCodeCamp forum page views (2016-2019) with interactive charts built in Python and Streamlit.
Azure Projects
☁️ Google Drive to Azure
Automated file transfer from Google Drive to Azure Blob Storage with incremental syncing using Google Drive API and Azure Blob Storage SDK.
Snowflake Projects
🏬 TechTrend Database
Production-grade Snowflake data warehouse for a UK technology retailer. Features medallion architecture, Kimball dimensional modelling, SCD Type 2 history tracking, automated ETL orchestration, and a 25+ rule data quality framework with column and row-level security.
Snowflake Tutorials
📋 Dynamic Tables
Learn to create, manage, and utilize dynamic tables in Snowflake for real-time data updates and effective data pipeline transformation.
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