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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

  1. Orientation
    • Introduction to other mentors, mentees, and REU heads Dr. Praveen Madiraju and Dr. Dennis Brylow
    • Review of REU calendar and expectations
  2. Data Science Bootcamp (talk by Dr. Madiraju)
    • Introduction and basics of data analysis with python (Anaconda and Jypyter Notebook; pandas, numpy, matplotlib, seaborn, scipy)
      • Read in data
      • Pre-processing
      • Modeling
      • Data visualization
  3. Good Research Practices (talk by Dr. Brylow)
  4. Literature Review

Week 2

June 8 to June 14

  1. Responsible Conduct of Research Training (talk by Dr. Brylow)
    • Ethical treatment of data
    • Authorship, credit, plagiarism
    • Human participants
    • Intellectual property
    • Conflicts of interest and professional standards
  2. Worked on getting Citi certification for all three RCR sessions
  3. Technical Writing Workshop (talk by Dr. Brylow and Dr. Madiraju)
    • What the sections of a technical paper are
    • What the publication process is like
    • General tips
  4. Literature review
  5. Meeting with mentors
    • Github created for the project
    • Questions and discussion of the literature reviewed
    • Planned work for the next two weeks

Week 3

June 15 to June 21

  1. Set up Wiki entrees for myself and my project
  2. Meeting with all REU interns to discuss our projects so far and any problems we have run into
  3. Literature review
  4. Meeting with Devansh to discuss the first dataset
    • Understand variables and components -- reading the documentation that comes with datasets
    • Import dataset into R and common problems

Week 4

June 22 to June 28

Week 5

June 29 to July 5

Week 6

July 6 to July 12

Week 7

July 13 to July 19

Week 8

July 20 to July 26

Week 9

July 27 to August 2

Week 10

August 3 to August 9