
Christos Alexakis
Fähigkeiten und Kenntnisse
Werdegang
Berufserfahrung von Christos Alexakis
- Bis heute 4 Jahre und 6 Monate, seit Jan. 2021
Data Scientist
Freelancer
- 1 Jahr und 7 Monate, Juli 2019 - Jan. 2021
Senior Data Scientist
fromAtoB GmbH
• Worked close to the CEO and Retention and Acquisition squads • Developed marketing attribution models using PySpark BigQuery and Airflow • Analysed user journeys in web and mobile application to provide funnel performance transparency • Extracted insights from user text reviews using NLP methods like sentiment analysis and co-occurence graphs • Oversaw the deployment of Snowplow tracking pipeline in GCP working closely with Data Engineers • Prepared learning sessions for data science topics
- 1 Jahr und 1 Monat, Juli 2018 - Juli 2019
Data Scientist
fromAtoB GmbH
• Acquired data from external providers using APIs and web scraping to use in reporting • Wrote PySpark ETL jobs and configured Dataproc clusters to load event data in BigQuery ready to be consumed • Helped in hiring and mentored a data analyst in the team • Built Dashboards in Data Studio and assisted squads with setting and monitoring KPIs • Enhanced tracking data with new events using Javascript and Google Tag Manager • Designed and set up A/B Tests in Google Optimize and Firebase Remote Config
- 1 Jahr und 4 Monate, März 2017 - Juni 2018
Data Analyst
fromAtoB GmbH
• Analysed raw data from Snowplow and PostgreSQL using Apache Spark (Scala and PySpark), Python (pandas, NumPy, matplotlib, Seaborn, Bokeh) and SQL • Prepared business performance reports for the CEO and investors • Analysed customers using cohort analysis and customer segmentations • Maintained the BI data pipeline and dashboard application ensuring data integrity
- 1 Jahr und 11 Monate, Feb. 2016 - Dez. 2017
Consultant
Done! Berlin
• Automated reporting process with Python and Google Sheets • Tracked project performance and provided with recruiting KPIs • Conducted active search for all seniority level positions for high value Startup companies
- 10 Monate, Mai 2015 - Feb. 2016
Data Analyst
Hellenic Army, Research and Informatics Corps
• Developed MS Access database applications • Administered the local computer network and maintained hardware (100 workstations) • Created PowerPoint presentations for high level military meetings and events • Operated Strictly Confidential Documents
- 1 Jahr und 8 Monate, Sep. 2013 - Apr. 2015
Researcher - Fraunhofer HHI, Photonic Networks & Systems
Fraunhofer Institute for Telecommunications, Heinrich-Hertz-Institute
•Developed a mathematical model of an optical wireless communication system in MATLAB to predict its performance given specific parameters •Increased system throughput 5 times and range 2 times •Set up a 6 month test and implemented the acquisition and logging of the communication system and weather measurement data •Analysed statistically and visualised data for publications, conferences and internal meetings •Co-authored 5 publications and contributed to the development of the HHI LED-Backhaul
- 1 Jahr und 5 Monate, Mai 2012 - Sep. 2013
Research Assistant
Fraunhofer Institute for Telecommunications, Heinrich-Hertz-Institute
• Performed characterisation tests and measurements for high frequency photodiodes and lasers (up to 40 Gb/s) • Managed, statistically analysed and evaluated the measurement data for project reports
- 8 Monate, Okt. 2011 - Mai 2012
HR Assistant
Springstar GmbH
Side job during preparation for Master studies. • Talent sourcing for Startup companies with active search and candidate contacting
- 7 Monate, Apr. 2011 - Okt. 2011
Data Research & HR Assistant
Wimdu GmbH
Ausbildung von Christos Alexakis
- 2 Jahre und 11 Monate, Apr. 2012 - Feb. 2015
Electrical Engineering
TU Berlin
Optische Nachrichtentechnik, Photonik, Lichttechnik, Signal Verarbeitung Master Thesis: Design and Analysis of High Bandwidth Optical Wireless Systems with LED, Grade: 1.3
- 6 Jahre und 3 Monate, Sep. 2004 - Nov. 2010
Electrical and Computer Engineering
Democritus University of Thrace
5 year studies with advanced mathematics core. Relevant Courses: Probability Theory and Statistics, Linear Algebra, Numerical Analysis, Differential Calculus, Physics, Scientific Programming, C, HTML Thesis: "Amplification of DPSK Optical Pulses in Semiconductor Optical Amplifier", Grade: 10/10
Sprachen
Deutsch
Fließend
Englisch
Fließend
Griechisch
Muttersprache
Italienisch
Grundlagen
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