Urbain Anastase ZE
Data scientist
Profil professionnel
A Data Scientist passionate about innovation and extracting value from big data, I have strong expertise in developing predictive models, real-time data processing pipelines, and deploying applications based on modern architectures. My projects, ranging from CO2 emission prediction to creating chatbots powered by advanced language models, demonstrate my ability to solve complex problems using cutting-edge technologies such as Kafka, Spark, and Docker. Curious and results-driven, I am ready to contribute my skills in artificial intelligence and data engineering to ambitious projects.
Vue d'ensemble
5
5
years of professional experience
6
6
years of post-secondary education
Expérience professionnelle
Data Engineer
Sopra steria
Toulouse
03.2024 - 09.2024
- Development of an application with Dash and Flask for a company chatbot.
- Implementation of a RAG (Retrieval-Augmented Generation) and CRAG (Corrective Retrieval-Augmented Generation) architecture to answer employees' questions.
- Strategic selection and integration of LLM models.
- Deployment of the application in production using AWS, Docker, and Traefik.
Data scientist
Sogeti
Toulouse
10.2022 - 02.2023
- Automation of recommending best practices in web application eco-design through a system based on users' GitHub pages.
- Development of a recommendation system integrating eco-friendly practices into the development processes.
- Advanced data scraping using Beautiful Soup and Selenium.
Research Engineer
LIRIS
Lyon
04.2022 - 10.2022
- Development of predictive models to estimate the remaining lifespan of industrial equipment using failure data.
- Implementation of ARIMA, SARIMA, LSTM, and CNN models to analyze time series.
- In-depth data analysis using libraries like Matplotlib and Seaborn.
Data Scientist
Lugar Sarl
Douala
03.2021 - 03.2022
- Detection and classification of manufacturing defects on a production line using YOLO.
- Development of an interactive dashboard with KPIs for sales analysis.
- Creation of a data flow processing pipeline using Apache Airflow.
- Deployment of solutions in production using Docker and Flask.
Data Scientist
Lugar Sarl
Douala
03.2020 - 09.2020
- Development of AI models to identify and classify defects in production products.
- Data annotation using CVAT and model optimization with Keras and YOLO.
Formation
Ms - Big data
INSA Toulouse & ENSEEIHT
Toulouse 09.2023 - 09.2024
M2 - Robotic Vision and AI
ENSPD-Cameroun
Douala 09.2016 - 08.2021
Compétences
- Programming Languages: Expertise in Python, with knowledge of C and C
- Data Orchestration and Pipelines: Proficient in Apache Airflow, Kafka, Spark, and Docker for managing and processing data flows
- Web Application Development: Experience with Flask, Django, and Dash to create user interfaces and web solutions
- Machine Learning and AI: Expertise in predictive models (ARIMA, SARIMA, LSTM), YOLO, RAG/CRAG architectures, LLMs, and Deep Learning
- Data Visualization and Analysis: Creation of dashboards and visualizations using Power BI, Grafana, Matplotlib, and Seaborn
- Databases: In-depth knowledge of PostgreSQL and SQL
- Cloud Computing: Experience with AWS (EC2, Route 53) for deployment and production
- Data Scraping and Extraction: Experience with Beautiful Soup and Selenium for data collection and processing
- Adaptabilité
- Flexibilité
- Rigueur
- Autonomie
- Esprit d'équipe
- Travail en équipe
Personnalised
- Reading
- Sport
- Cinema
- Teaching
Informations complémentaires
- Gym
- Music
- Reading
Languages
English
Opérationnel
French
Courant
Citation
à vaincre sans péril on triomphe sans gloire
Pierre CORNEILLE
Frise chronologique
Data Engineer
Sopra steria
03.2024 - 09.2024
Ms - Big data
INSA Toulouse & ENSEEIHT
09.2023 - 09.2024
Data scientist
Sogeti
10.2022 - 02.2023
Research Engineer
LIRIS
04.2022 - 10.2022
Data Scientist
Lugar Sarl
03.2021 - 03.2022
Data Scientist
Lugar Sarl
03.2020 - 09.2020
M2 - Robotic Vision and AI
ENSPD-Cameroun
09.2016 - 08.2021
Les gens que vous connaissez peuvent-être
Nasrin Ara RahmanNasrin Ara Rahman
Senior Software Engineer à Sopra SteriaSenior Software Engineer à Sopra Steria
Devanshu TiwariDevanshu Tiwari
Technical Lead à Sopra Steria GroupTechnical Lead à Sopra Steria Group
Jaya BanerjeeJaya Banerjee
Senior software test engineer à Sopra steria IndiaSenior software test engineer à Sopra steria India