Author of Master Data Analysis with Python and founder of Dunder Data
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Dunder Data
Data Scientist
June 23, 2026 – Present
Advent-of-Code-Pandas
January 12, 2022 – December 15, 2022
Advent-of-Code-Pandas — repository
View ProjectTutorials
June 27, 2019 – October 12, 2022
Python data science and machine learning from Ted Petrou with Dunder Data
View Projectintegrating-pandas-with-scikit-learn
February 12, 2019 – November 23, 2022
Tutorial covering a new workflow available going from pandas to scikit-learn
View ProjectMinimally-Sufficient-Pandas
January 18, 2019 – June 22, 2022
There are always multiple ways to complete a task in Pandas. A minimal subset of the library is sufficient for almost everything.
View Projectpandas_cub
November 2, 2018 – February 3, 2022
Learn how to build a data analysis library from scratch
View ProjectLearn-Pandas
November 22, 2017 – November 30, 2022
Tutorials on how to use pandas effectively to do data analysis
View ProjectMachine-Learning-Books-With-Python
June 18, 2016 – November 22, 2022
Chapter by Chapter notes, exercises and code for a variety of machine learning books using Python
View ProjectData-Science-in-Two-Minutes
October 23, 2015 – October 12, 2016
Quick descriptions and answers of common data science tasks and questions
View ProjectRDF-Triple-API
March 22, 2015 – February 19, 2019
RDF Triple API that returns the RDF triple of any sentence
View ProjectCultural Fit Analysis
The candidate's projects are almost exclusively focused on Pandas and related data analysis/machine learning in Python, indicating a very specialized interest. While this shows depth, the lack of diversity in technologies or project types (e.g., deployment, large-scale systems, different domains) suggests a potentially narrow scope of experience for a senior role requiring broader adaptability. All projects are personal, which limits insight into collaborative work or production environment experience.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's projects indicate a strong self-learner and a focus on practical application, but there is no information on collaboration, communication, or problem-solving in a team context.