Software developer interested in machine learning.
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
FlashNews
Data Scientist
June 26, 2026 – Present
mysqlpool-wrapper
August 28, 2021 – August 28, 2021
mysqlpool-wrapper — GitHub repository
View Projectpilsen-ai-meetup
June 30, 2019 – June 17, 2024
Talk aimed at interpretability of machine learning models presented on Pilsen AI and ML meetup.
View Projectnlp-naive-bayes
June 4, 2018 – June 4, 2018
Simple implementation of naive bayes in Python 3.6 from scratch
View Projectconvsharp
April 22, 2018 – April 23, 2018
Simple library for creating sequential models of convolutional neural networks. Library is for the solving small problems because is aimed on the readable code and modularity more than performance.
View Projectnlp-hal
January 15, 2018 – January 17, 2018
Implementation of HAL (Hyperspace Analogue to Language) algorithm with linear weighting and usage idf multiplicator in python 3.6. Czech news feeds are used as input data.
View Projectnlp-sentiment-analysis-shallow
January 9, 2018 – January 9, 2018
Classification of 3 types of sentiment (negative, neutral and positive) on czech posts from czech film database. Scripts are written in python 3.6 and use shallow methods for classification (Multinomial NB, SGDClassifier and Logistic regression) in scikit pipeline.
View ProjectCultural Fit Analysis
The candidate's personal projects show a strong inclination towards machine learning and NLP, which aligns well with a Data Scientist role. However, the diversity of projects outside of core ML/NLP is limited, and the single professional experience entry lacks detailed skill information, making a comprehensive cultural fit assessment challenging. The candidate's experience level is listed as 0, which contradicts the current Data Scientist role, suggesting a potential data discrepancy or very recent entry into the role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback are available.