Guilherme Ilunga
Data ScientistMachine learning engineer
Bumble
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Machine learning engineer
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Bumble
Data Scientist
June 25, 2026 – Present
MLWorkshop2020
October 30, 2020 – October 30, 2020
Code and presentation for the Instituto Superior Técnico PhD Open Days workshop - Practical Introduction to Machine Learning
View ProjectJSON-Configparser
May 20, 2019 – January 25, 2020
This Python package enables the usage of JSON files as configuration files that can be properly validated.
View ProjectCultural Fit Analysis
The candidate's personal projects show a proactive approach to learning and contributing to the open-source community, which can be a positive indicator for cultural fit. The diversity of projects (Python packages, ML workshops, web development) suggests a broad interest, though the primary focus aligns with the Data Scientist role. The current role at Bumble further strengthens the alignment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.