
Jacek Filipczuk
Skills
Timeline
Professional experience for Jacek Filipczuk
- Current 5 years and 10 months, since Oct 2019
Lead Machine Learning Engineer
Pathmotion
Leading the AI projects across the company. I'm in charge of all ML-related projects, from R&D to pushing models to production. I worked on: - Content Categorization: ML classifier leveraged by API endpoints. - Internal analytics tools - Content Quality: ML classifier to evaluate content - Data Science analysis: Analysis and extraction of insights from content data. - Content Similarity: service to improve search and recommendation functionalities. - Live chat transcript automatization.
Focusing on kickstarting the data science team, individuating new business opportunities, and managing other Data scientists. I focused on two main projects: building a new chatbot product with the goal of automating candidate engagement and refreshing candidate information in the recruiters' database, and overseeing the creation of an API service to automatically extract information from job specs and CVs.
- 1 year and 5 months, Oct 2017 - Feb 2019
Senior Data Scientist
Culture Trip
Senior data scientist focused on helping project managers make strategic decisions around content products. Also helping the Head of Data science mentoring younger members and managing the team. Example Projects: - Duplicate content: algorithm able to find duplicate content in the database and help with maintenance. - Article Scoring: create a prototype model able to predict if an article will have a high or low bounce rate, and identified the elements of an article that impact the most on its performance.
Languages
English
Fluent
Italian
First language
Polish
Fluent
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