Difference between revisions of "User:Crepaci"
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| − | I'm Charlie Repaci, a senior at Simmons University studying Data Science, with a special interest in Biochemistry and Sociology. | + | I'm Charlie Repaci, a senior at Simmons University studying Data Science, with a special interest in Biochemistry and Sociology. This summer I am working with Dr. Shion Guha and doctoral candidate Devansh Saxena on Developing Ethical Algorithms for Placement Stability in the Foster Care System. |
== Work Log == | == Work Log == | ||
Revision as of 17:56, 15 June 2020
About Me
I'm Charlie Repaci, a senior at Simmons University studying Data Science, with a special interest in Biochemistry and Sociology. This summer I am working with Dr. Shion Guha and doctoral candidate Devansh Saxena on Developing Ethical Algorithms for Placement Stability in the Foster Care System.
Work Log
Week 1 June 1 to June 7 - Orientation
- Introduction to other mentors, mentees, and REU heads Dr. Praveen Madiraju and Dr. Dennis Brylow
- Review of REU calendar and expectations
- Data Science Bootcamp (talk by Dr. Madiraju)
- Introduction and basics of data analysis with python (Anaconda and Jypyter Notebook)
- Read in data
- Pre-processing
- Modeling
- Data visualization
- Good Research Practices (talk by Dr. Brylow) - Literature Review
- [A Human-Centered Review of Algorithms used within the U.S. Child Welfare System](https://dl.acm.org/doi/abs/10.1145/3313831.3376229) - [Toward Algorithmic Accountability in Public Services: A Qualitative Study of Affected Community Perspectives on Algorithmic Decision-making in Child Welfare Services](https://dl.acm.org/doi/abs/10.1145/3290605.3300271) - [Child Welfare System: Interaction of Policy, Practice, and Algorithms](https://dl.acm.org/doi/abs/10.1145/3323994.3369888) - (Supplementary) [Risk vs. Restriction: The Tension between Providing a Sense of Normalcy and Keeping Foster Teens Safe Online](https://dl.acm.org/doi/abs/10.1145/3290605.3300497)
