51 lines
2.6 KiB
Markdown
51 lines
2.6 KiB
Markdown
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# Work-Experience
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- **Oct. 2018 to Aug. 2021**:
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- ML-Specialist at [Jobware](https://jobware.de) (Paderborn; german Job-Advertising-Platform)
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- Extraction/Classification of sentences from JobAds (Requirements, Benefits,
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Tasks, ...)
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- Extraction of Information from JobAds (Location of company, Location of
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workplay, contact-details, application-procedure, etc.) including geocoding
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of those information (backed by OpenStreetMap)
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- Embedding of JobAds into a meaningful space (i.e. "get me similar ads. btw.
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i dislike ad a, b, c").
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- Analyse & predict search-queries of users on the webpage and offer likely
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but distinct queries (i.e. similar when typo or complete different words
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(synonyms, hyponyms, etc.))
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- Technologies used:
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- Haskell (currently GHC 8.6, soon GHC 8.8)
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- stack + stackage-lts
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- fixplate (recursion-schemes-implementation)
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- many usual technologies like lens, http-simple, mtl, ..
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- golden-testing via tasty
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- several inhouse-developments:
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- templating based on text-replacement via generics (fieldname in
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Template-Type == variable replaced in template)
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- activeMQ/Kibana-bridge for logging via hs-stomp
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- generic internal logging-framework
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- Python
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- tensorflow
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- pytorch
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- sklearn
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- nltk
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- **2013-2018**:
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- several jobs at my University including
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- Worked 6 Months in the Workgroup "Theoretical Computer Science" on migrating
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algorithms to **CUDA**
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- Tutor "Introduction to Machine Learning"
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- Was awarded **Tutoring-Award** of the Faculty of Technology for excellent
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tutoring
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- Lecture "Intermediate Functional Programming in Haskell"
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- Originally developed as student-project in cooperation with Jonas Betzendahl
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- First held in Summer 2015
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- Due to high demand held again in Summer 2016 and 2017
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- Was awarded **Lecturer-Award** "silver Chalk" in 2016
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- First time that this award was given to students
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- Many lecturers at our faculty never get any teaching-award until retirement
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- Development of Pandoc-Filters for effective **generation of lecture-slides**
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for Mario Botsch (Leader "Workgroup Computer Graphics") using Pandoc & reveal.js
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- Framework: [https://github.com/mbotsch/revealSlides](https://github.com/mbotsch/revealSlides)
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- Example: [https://github.com/mbotsch/eLearning](https://github.com/mbotsch/eLearning)
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- Pandoc-Filters: [https://github.com/mbotsch/pandoc-slide-filter](https://github.com/mbotsch/pandoc-slide-filter)
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