Cedric O.
AI & Data Analytics Consultant
Experience
Jan 2025 - Present
8 monthsMunich, Germany
AI & Data Analytics Consultant
Oeldorf Consulting
- Built Fivetran-dbt-BigQuery-Metabase stack in 8 weeks; cut ETL runtime 80 %
- Delivered Monthly Business Review framework guiding strategy across 1 000+ cities.
- Overhauled marketplace pricing, lifting margins by up to 10 pp.
- Deployed NLP assistant; cut CS response time from 10 min to <1 min.
- Developed supplier-scoring AI; escalations down from 3.8 % to 1.8 %.
Apr 2021 - Dec 2024
3 years 9 monthsTallinn, Estonia
Head of Operations Analytics
Bolt
- Led global analytics org across 60+ teams.
- Rolled out anomaly detection on 70+ KPIs via Python pipelines.
- Upskilled 120+ users to self-serve; 600+ reports built in-house.
- Centralised analytics support resolving 500+ tickets yearly.
- Held talks on analytics at scale, root-cause analysis and our future with AI.
Oct 2019 - Apr 2021
1 year 7 monthsTallinn, Estonia
Machine Learning Engineer
Ericsson
- Pioneered Industry 4.0 as first ML engineer in Smart Manufacturing.
- Designed & deployed collaborative robotics for 5G factory automation.
- Built real-time ML for safety and automated quality inspection.
Jan 2019 - Dec 2019
1 yearConditional style-based logo generation with GANs
(ICMLA 2019); precursor to text-to-image AI.
Jan 2018 - Dec 2018
1 yeariEEG-based modelling of human decision-making
with Groningen Neuroscience.
Jan 2017 - Dec 2017
1 yearECG-driven prediction of atrial-fibrillation treatment efficacy
using XGBoost.
Jan 2016 - Dec 2016
1 yearPretoria, South Africa
Assistant Lecturer
University of Pretoria
- Taught computational statistics & ML (Python, R, SAS) to final-year students.
Jun 2015 - Jun 2017
2 years 1 monthCape Town, South Africa
Data Scientist
DataProphet
- Delivered predictive models for automotive, gaming and adtech clients.
- Specialised in XGBoost & CatBoost boosting call-centre lead success.
Founder of Tetromi
using data & AI to drive re-use and upcycling of ship parts
Summary
AI & data leader with 8+ years driving analytics, machine-learning and data infrastructure.
Proven at scaling self-service BI and embedding ML in production while aligning data strategy to business goals.
Languages
German
NativeEnglish
NativeEducation
Oct 2017 - Jun 2019
Maastricht University
Artificial Intelligence · Artificial Intelligence · Maastricht, Netherlands
Oct 2016 - Jun 2017
University of Pretoria
Honours Statistics · Statistics · Pretoria, South Africa
Oct 2013 - Jun 2016
University of Pretoria
Statistics · Statistics · Pretoria, South Africa
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