Freelancer profile translated to English.
Back to original languageAbout Hicham
Engineer by training from IMT Atlantique (Ex. Telecom Bretagne), specialized in Machine Learning / AI.
Lead Data Scientist, with over 7 years of experience in consulting.
I have led projects in various capacities, covering the entire data processing pipeline (a selection below)
- Development and automation of applications for traffic forecasting / Customer behavior analysis / Pricing / Investment strategy definition / Operational performance improvement...
- Data project management (from POC phase to industrialization)
- Expertise in data lake architecture and modeling.
I have also created and delivered several data training courses (a selection below):
- Devops (EY) - 2 days - group of 10/15 consultants
- Python/Machine Learning (EY) - 2 days - group of 10/15 consultants
- Talend (EDF) / ETL / Data Modelling - 6-month assignment - group of 20 data analysts
- Big Data (Hadoop/Spark/Hive) (EDF/ENEDIS) - 1/2 day - group of 20 data analysts
- SQL
đšâđ» Knowledge/Mastery of several tools in the Data ecosystem
- Python /: Pandas, Sk-learn, FastAPi, Scripting, Web Scrapping
- Big data: Hadoop, Spark, Hive, Hue
- Devops: Git, CI/CD, Docker
- SQL (MySQL, Postgresql, BigQuery..)
- Machine learning / Deep learning / Text Mining
- Data Visualization: Open source tools Dash, Plotly, Seaborn/Matplotlib or Market solutions:
Tableau / PowerBI / Spotfire
- Data Governance, Data Quality...
Feel free to contact me to evaluate your needs together and guide you to the solution.
French
Native or bilingual
English
Native or bilingual
Can work on-site
Paris (up to 50km)
Experience
- Blockchain.comFinance Data ScientistTECHOctober 2022 - Today (3 years and 8 months)1809 E 11th St, Tulsa, OK 74104, USA- Lead on a project to optimize the calculation of strategic KPIs (profitability, Treasury...etc)- Automation of financial data collection and processing- Transactional analysis and creation of financial reporting- Communication at the level of the company's financial steering committees
- EYSenior Data ScientistCONSULTING AND AUDITSJuly 2019 - November 2022 (3 years and 4 months)Ăle-de-France, FranceA Selection of missions carried out:đĄ Telecomâ Evaluation of market potential to be captured by a mobile operator in terms of 3G/4G data consumption by installing new antennas- Modeling of data consumption based on economic and commercial indicators- Creation of dynamic maps showing high-potential geographic areasâïž Air Transportâ Development and deployment of Machine Learning applications for operational performance improvement- Passenger delay prediction* Statistical analysis of passenger behavior by cross-referencing profile and geolocation data* Development of a predictive model for passenger delay detection to improve flight punctuality- Passenger traffic forecasting* Implementation of a passenger traffic forecasting tool to assist in workforce sizing* Development of the forecasting model combining Machine Learning and time series modeling* Industrialization of the application in a Big Data environment, automation of data collection, models, tests,đ Automotiveâ Pricing Optimization for the Marketing Department- Ideation of use cases and development of the roadmap and planning for pricing optimization- Reconciliation and consolidation of databases- Development of 2 "quick-win" use cases: an automatic data quality verification tool and a market equipment price benchmarking tool⥠Energyâ Project Manager: Provision of an HR data BI tool- Management of data provision and change management workstreams: workshops and business presentations, development work monitoring, review/validation, quotes/estimates- Expertise in dimensional modeling for providing HR data in a Big Data environment- Design of dimensional models adapted to business processes
- AIRBUS GROUPData ScientistMarch 2017 - September 2017 (6 months)Toulouse, France
Recommendations
These freelancer profiles also match your criteria
Agatha Frydrych
Backend Java Software Engineer
4.7
(3)
2
Baptiste Duhen
Fullstack developer
4.6
(4)
5
Amed Hamou
Senior Lead Developer
4
(2)
7
Audrey Champion
Web developer
4.3
(3)
4
Education
- Engineering Degree (Telecom Bretagne), Data ScienceIMT Atlantique2017DiplÎme d'ingénieur (Telecom Bretagne), Data Science
- Academic Semester, Computer Science and EconomicsNorwegian University of Science and Technology (NTNU)2016Semestre académique, Informatique et Economie