
Interested in understanding and improving digital systems. Open source minded.
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
drift-detection-with-pca
December 5, 2024 – December 5, 2024
drift-detection-with-pca — GitHub repository
View Projecthonkerdam_octopuses
November 22, 2024 – November 25, 2024
honkerdam_octopuses — GitHub repository
View ProjectCompensation-prediction
July 25, 2024 – August 1, 2024
An integrated data modeling and model experimentation project, packaged as a Streamlit app for predicting estimated compensation in engineering jobs
View ProjectJuniors_vs_ChatGPT
June 19, 2024 – August 15, 2024
Inspired by personal curiosity and a 2023 Hackathon challenge (won in the ‘Most Polished’ category). This project investigates the impact of large language models like ChatGPT on entry-level roles in tech. Demonstrated skills include data cleaning, data wrangling, data analysis, and modeling, using tools such as Python, APIs, Polars, and Hvplot.
View ProjectAutism_RSV_Analysis
May 24, 2024 – June 23, 2024
Comparison and Analysis of Relative Search Volumes for Autism vs Autism Spectrum Disorder, enriched with geopandas plots.
View ProjectEquity_in_Healthcare
May 24, 2024 – June 23, 2024
Predicitng a timely diagnosis in metastatic cancer patients. Data cleaning, feature engineering and hyperparams tuning of classification model ensemble
View ProjectMunchhausen
March 11, 2023 – March 11, 2023
a snippet of code checking how many Munchhausen numbers there are in a given rage, because I didn't feel like googling that there are only 2 of them XD
View ProjectCultural Fit Analysis
The candidate shows a strong interest in data science and related fields through a diverse set of personal projects. The 'berlin.pydata.org' project suggests an interest in community involvement. However, the projects are predominantly personal and lack explicit team collaboration or open-source contributions, which limits the assessment of cultural fit in a collaborative work environment. The target role is 'Data Scientist', and the projects align well with the technical aspects of this role.
Soft Skills & Operational Fit
The candidate's project descriptions suggest an inquisitive nature and a drive to explore complex problems, as seen in 'Juniors_vs_ChatGPT' and 'Munchhausen'. The hackathon win implies good project management and delivery capabilities. However, without psychometric test results or interview data, a comprehensive assessment of soft skills like teamwork, stress handling, and communication clarity in a professional setting is not possible.