Aïcha Camara

Open for Opportunities

Experience

  • 2024.06 - Present

    Chicago, Illinois

    Data Scientist
    Mathematica Policy Research
    Conduct rigorous statistical analysis and modeling to evaluate the effectiveness of public policies and programs while applying advanced data science techniques to large datasets, providing actionable insights that directly inform policy recommendations in various sectors.
    • Relativity
  • 2024.03 - 2024.05

    Chicago, Illinois

    Chief Backend Engineer
    ShoulderToShoulder
    Led the development of the backend infrastructure for the ShoulderToShoulder web application using Python and Django. Designed Django Endpoints and integrated them with the AWS PostgreSQL database to ensure efficient data management and real-time updates for users. Managed the design and implementation of robust security protocols to handle sensitive user data, ensuring secure user authentication through JSON Web Tokens (JWT) for API authorization, and implementing secure password hashing and salting for secure storage in the database.
  • 2023.08 - 2024.01

    Chicago, Illinois

    Data Engineer
    Data Science Clinic: Climate Cabinet
    Designed the foundational architecture of a Python ETL pipeline to collect, transform, and store campaign finance data from Michigan, Pennsylvania, Minnesota, and Arizona. Implemented a web scraper using Python and BeautifulSoup to collect campaign finance data from Michigan, seamlessly integrating it into the ETL pipeline. The scraper processed raw data, transforming it into a structured format suitable for a searchable database.
  • 2023.08 - 2024.01

    Chicago, Illinois

    Data Scientist
    University of Chicago Tech Team
    Led a subgroup of Fall 2023 UChicago TechTeam volunteers to develop a Python-based text cleaning pipeline using the Google Drive API for Reproductive Transparency Now, improving efficiency by 30%. Created scripts to extract and analyze text from newly uploaded PDFs, focusing on citations in pamphlets from anti-abortion crisis pregnancy centers.
  • 2023.05 - 2024.06

    Chicago, Illinois

    Data Journalism Intern
    Invisible Institute
    Contributed to a range of data-driven journalistic projects, creating impactful visualizations and optimizing data pipelines for investigative stories.
    • Data Visualization Specialist on 'Missing in Chicago' Publication

Education

  • 2022 - 2024

    Chicago, Illinois

    Masters of Science
    The University of Chicago
    Computational Analysis and Public Policy
    • Just Tech
    • Government Accountability
    • Artificial Intelligence
  • 2018 - 2022

    Orlando, Florida

    Bachelors of Arts
    University of Central Florida
    International Affairs, Security, and Asian Studies
    • International Affairs
    • Diplomacy

Publications

Skills

Programming
Python
R
SQL (Postgres SQL, Access SQL, MySQL
JavaScript
HTML/CSS
Machine Learning/Artificial Intelligence
TensorFlow
Keras
PyTorch
Scikit-Learn
RAG
XGBoost
SVM
KNN
Random Forest
Visualization/Mapping
Tableau
GIS
Dash
Folium
D3.js
Seaborn
Matplotlib
DataWrapper
QuickSight
Quarto
Data Engineering
SQL (PostgreSQL, MySQL, Access SQL)
Flask
Django
AWS
ETL
Docker