Aïcha Camara
Open for Opportunities
Experience
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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
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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.
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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.
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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.
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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
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2022 - 2024 Chicago, Illinois
Masters of Science
The University of Chicago
Computational Analysis and Public Policy
- Just Tech
- Government Accountability
- Artificial Intelligence
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2018 - 2022 Orlando, Florida
Bachelors of Arts
University of Central Florida
International Affairs, Security, and Asian Studies
- International Affairs
- Diplomacy
Publications
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2024.03.30 Harris Student Government is Broken
The Chicago Maroon
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2022.05.22 Shift or Stagnation?: Changing Japanese Attitudes Toward Varies Minorities
UCF Showcase of Text, Archives, Research & Scholarship
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 |