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scmlewis/README.md

Hey there

Welcome to my little corner of GitHub!
If you want to see my full Data Analytics portfolio with all the fancy case studies and write-ups, hop over to my site:
my portfolio website

Otherwise, kick back and scroll through I love digging into data, finding stories hidden in numbers, and building models that actually make sense in the real world.


Stuff I use

Python Jupyter SQL

Core data stack

Pandas NumPy SciPy Statsmodels NetworkX

Machine learning & modeling

scikit-learn TensorFlow Keras PyTorch

Visualization & storytelling

Matplotlib Seaborn Plotly Dash Streamlit

Big data & scaling

Dask PySpark


My Projects

AI & Machine Learning

Project Description
eatwise_ai AI-powered nutrition assistant that helps users make smarter food choices
semantic_search_app_food Semantic search engine with intent detection for querying nutrition databases
ds_assistant Streamlit-powered data science assistant for automated EDA and insights
PulseLens Customer feedback sentiment and aspect analyzer using Hugging Face zero-shot classification

Data Analytics, Predictive Analytics & ML Models

Project Description
Medical-Insurance-Premium-Prediction Statistical model forecasting insurance premiums using Python and statsmodels
Telco-Customer-Churn-Prediction Predictive analytics model identifying at-risk telecom customers
House_Price_Prediction Regression model for predicting residential property values
obesity_prediction Machine learning model for predicting obesity risk factors
Customer-Segmentation-Project K-means clustering analysis for customer segmentation
Google-DA-Capstone-Cyclistic-Case-Study Google Data Analytics capstone analyzing bike-share usage patterns
karate_club_network_analysis Network analysis of Zachary’s Karate Club using centrality, community detection, and resilience simulations

Web Applications

Project Description
pulsedrift Zen meditation timer with breathing exercises, ambient sounds, and mindfulness features
pdf_processing Web application for extracting, parsing, and transforming PDF documents
Chromatique JavaScript tool for color palette generation and design harmony analysis
gaming-hub TypeScript gaming platform aggregator and community dashboard
lottery_tool Interactive HTML tool for lottery number analysis and probability calculations
portfoiliolab Python-based portfolio analysis and optimization toolkit

Let's chat!

Always down to talk data, analytics, cool datasets, or just life in general.
Drop me a message anytime I don't bite (unless it's pizza).

Portfolio

Thanks for stopping by!

Popular repositories Loading

  1. Medical-Insurance-Premium-Prediction Medical-Insurance-Premium-Prediction Public

    Statistical model forecasting insurance premiums using Python and statsmodels

    Jupyter Notebook

  2. Telco-Customer-Churn-Prediction Telco-Customer-Churn-Prediction Public

    Predictive analytics model identifying at-risk telecom customers for churn prevention

    Jupyter Notebook

  3. Customer-Segmentation-Project Customer-Segmentation-Project Public

    K-means clustering analysis for customer segmentation and marketing insights

    Jupyter Notebook

  4. House_Price_Prediction House_Price_Prediction Public

    Regression model for predicting residential property values using market features

    Python

  5. Google-DA-Capstone-Cyclistic-Case-Study Google-DA-Capstone-Cyclistic-Case-Study Public

    Google Data Analytics capstone analyzing bike-share usage patterns for Cyclistic

  6. semantic_search_app_food semantic_search_app_food Public

    Semantic search engine with intent detection for querying nutrition databases

    Python