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inezabeck/README.md

Lutgardis Ineza Beck

Welcome to my GitHub portfolio!
My name is Lutgardis Ineza Beck. I have a background in Industrial Engineering and Managerial Sciences from Northwestern University and a passion for AI, software engineering, data science, and using technology for community impact.
This page showcases selected projects that demonstrate my technical skills and problem-solving ability.

Featured Projects

Bridge — South Side Chicago Resource Connector

A Claude-powered web app that privately matches South Side Chicago residents to real, verified food, housing, health, and legal resources — built after volunteering at the St. Sabina Employment Resource Center in Auburn Gresham. No sign-in, nothing stored; the assistant is hard-scoped to a hand-verified resource list so it can never invent an address or phone number.
Tech: Claude API (Anthropic), Cloudflare Workers, HTML/CSS/JavaScript, real Chicago civic open data

Volunteer Signup → Slack Notifier

A lightweight workflow connecting a Google Form to Slack — new signups automatically trigger an instant notification, no manual spreadsheet-checking required.
Tech: Google Forms, Google Sheets, Google Apps Script, Slack Webhooks

Data Visualization of Chicago Crime

Exploratory analysis and visualization of Chicago crime (2001–2017).
Includes interactive maps and statistical graphics for pattern discovery.
Tech: Python, Pandas, Seaborn, Folium

Machine Learning – Philadelphia Housing Prices

Machine learning project predicting Philadelphia housing prices.
Includes regression models, feature importance analysis, and visual evaluation of predictions.
Tech: Python, scikit-learn, Pandas, Matplotlib, Seaborn

Task Manager Web App

A full-stack task manager app built with Flask, SQLite, and HTML/CSS.
Demonstrates CRUD operations, persistence, and clean UI.
Tech: Python, Flask, SQLite, HTML/CSS

Python Automation – BBC News Headlines

Automation pipeline that scrapes live BBC News headlines, processes the text, and stores results in CSV for analysis.
Tech: Python, Requests, BeautifulSoup

Skills

  • AI & LLM Tools: Claude API (Anthropic), prompt design and safety scoping, LLM-powered application development
  • Programming: Python, JavaScript, SQL, R, HTML/CSS
  • Data Science & ML: Pandas, NumPy, scikit-learn, Seaborn, Matplotlib
  • Cloud & Automation: Cloudflare Workers, Google Apps Script, Slack Webhooks, serverless API integration
  • Software & Tools: Flask, Git, Jupyter, VS Code
  • Languages: English (fluent), French (fluent), Kinyarwanda (native)

Let's Connect

Pinned Loading

  1. bridge-chicago bridge-chicago Public

    A Claude-powered web app connecting South Side Chicago residents to real, verified food, housing, health, and legal resources: privately, with no sign-in.

    HTML

  2. volunteer-signup-slack-notifier volunteer-signup-slack-notifier Public

    A workflow connecting a Google Form to Slack: new signups trigger an instant notification, no manual spreadsheet-checking required.

    JavaScript

  3. data-visualization data-visualization Public

    Exploratory data analysis and visualization of Chicago crime (2001–2017) using Python, Pandas, Seaborn, and Folium. Includes interactive maps and statistical charts.

    HTML

  4. ml-housing-prices ml-housing-prices Public

    Predicting Philadelphia housing prices using the OPA property assessment dataset with Linear Regression and Random Forest models.

    Jupyter Notebook

  5. task-manager-webapp task-manager-webapp Public

    A full-stack task manager built with Flask, SQLite, and HTML/CSS. Supports adding, completing, and deleting tasks with a styled user interface.

    Python

  6. python-automation python-automation Public

    Python automation pipeline that scrapes live BBC News headlines, processes the text, and stores results in CSV for further analysis.

    Python