About Dorian
I’m a data enthusiast looking for opportunities in France and in the UK.
I have gained my experience through jobs and degrees over the past 3 years and am now ready to fulfill your needs.
My expertise covers data science, data engineering and data analytics.
French
Native or bilingual
English
Fluent
Remote only
Primarily works remotely
Experience
- NXP SemiconductorsMachine Learning & Data Analytics EngineerTECHJanuary 2022 - August 2022 (8 months)Paris, FranceWorking within Global Sales Operations team, handling large business dataset (Design In Process data) with 2 missions:• Machine Learning Model development for Forecasting future sales using Python and Dataiku (Deep Data analysisand processing, Features Engineering, Model testing) - Model deployed in a production environment for helpingmanagement defining the company quarterly targets• Creating business KPI and visualization using Power BI and Tableau Dashboards• Supporting the team on a weekly basis for developing new tools for the sales department
- AIR LIQUIDMachine Learning InternENERGY AND UTILITIESAugust 2022 - June 2023 (10 months)Paris, FranceTime Series Problem on Electricity Price Forecasting- Analyzed Electricity Price value over time (Stationarity, trend, seasonality)- Performed econometrics methods (Hypothesis testing) to find new features- Model development using Statistics (Auto Regressive) and Machine Learning approach (LSTM, Transformers)- ML Model Deployment in Production environment
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Education
- Mastère Spécialisé Big data et data ScienceTélécom Paris2023Mathematics and Statistics - PCA, Regression, Regularization, Hidden Markov Models, Optimization, Auto Regressive Models, Econometrics - Python Machine Learning - Natural Language Processing, Transformers, Generative IA, Reinforcement Learning, Clustering, Decision Trees, Support Vector Machine, Ensemble Methods, Graph Analysis, Neural Networks (MLP, CNN, RNN, Graph NN), Outliers/Anomaly Detection, Structured/Unstructured Data, Recommender System, Computer Vision - Python with GPU Development Data Engineering - NoSQL (MongoDB, Cassandra, dbt, Neo4j), PostgreSQL, Hadoop Framework, ETL pipelines design
- Ingénieur SystèmeINSA de Toulouse2022