Skip to content
View scmlewis's full-sized avatar

Block or report scmlewis

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
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 An AI nutrition assistant for smarter food choices
semantic_search_app_food A semantic search app for nutrition databases
ds_assistant A Streamlit assistant for automated EDA and insights
PulseLens A customer feedback sentiment and aspect analyzer with zero-shot classification

Data Analytics, Predictive Analytics & ML Models

Project Description
Medical-Insurance-Premium-Prediction A statistical model for forecasting insurance premiums
Telco-Customer-Churn-Prediction A churn prediction model for identifying at-risk telecom customers
House_Price_Prediction A regression model for predicting residential property values
obesity_prediction A model for predicting obesity risk factors
Customer-Segmentation-Project A K-means clustering analysis for customer segmentation
Google-DA-Capstone-Cyclistic-Case-Study A Google Data Analytics capstone on bike-share usage patterns
karate_club_network_analysis A network analysis of Zachary's Karate Club

Web Applications

Project Description
modern-weather-forecast-lab A modern weather dashboard
linkshrink A URL shortener with analytics
pulsedrift A mindfulness timer with breathing exercises and ambient sounds
pdf_processing A web app for extracting, parsing, and transforming PDF documents
Chromatique A color palette generator and design harmony tool
gaming-hub A TypeScript gaming platform aggregator and community dashboard
lottery_tool An interactive lottery number analysis and probability tool
portfoiliolab A portfolio analysis and optimization toolkit
train.eta A real-time ETA dashboard for Hong Kong MTR, Light Rail, and MTR Bus
hk_school_finder A PWA for finding kindergartens, primary, and secondary schools in Hong Kong
hk_a-e_waiting_time A real-time waiting time dashboard for Hong Kong A&E services
qrtist A QR code generator PWA
litlist_hub A PWA for managing reading lists

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