Ilias Duyck

ETL w/

BS4, JQ, Pandas -> Elasticsearch & Neo4j ->

Docker / FastAPI /

DataViz / ML

Scikit :

✓ Scrape job ads from The Muse and Adzuna and format data into csv files (Python,BeautifulSoup, Pandas, Jason / JQ, …)

✓ Perform final transformations before loading into an Elasticsearch database

✓ Load the ESCO skillset database into Neo4j and build relations between

occupations, skillsets and skills

✓ Via cong and use of NLP, extract skills from the job description, merge with skills from Neo4J skills db and add the info in Elasticsearch

✓ Manage and automate with Docker and Airow

✓ FastAPI frontend for queries and ML with scikit-learn, matplotlib, etc.

✓ Top Performer of France PACS Support in health critical environments, in

collaboration with international support(

EMEA, NA, ASPAC)..

• 70% healthcare data manipulation (databases, pipelines, storage: on premise and DWH)

✓ Full PACS environment recovery after a disk array crash deleting all VMs and data due to a bug in HP firmware.

✓ Successfully implemented, tweaked and supported HL7 and DICOM data

pipelines

✓ Acquired a L2 expertise level, act as a referent for my colleagues and train or help them.

• EMEA Oracle BI Expert

• Knowledge allowing to deliver quality support on multiple levels: ETL, DB, OS,

virtualization, storage, network, soft- and hardware.

Project ACID: Automated Certificate and Information Delivery

✓ From 0 to 100% automation of the delivery of chemical purity certificates to

customers (AMD, Samsung, ...) via automated ETL and self developed secured

website.