Freelancer profile translated to English.
Back to original languageAbout Hugo
Computer Science Engineer with over 8 years of experience in software development and information system architecture. Throughout my career, I have designed and developed numerous Web, Desktop, and data processing chain applications, including in Cloud environments like AWS/Google/Azure.
I am currently specialized in Python Data Engineering, and my versatility allows me to assist you with various topics:
- Setting up data acquisition and processing pipelines (Airflow / Talend / DBT...)
- Python Development
- Cloud Architectures
- Web and Desktop Development with expertise in data collection, labeling, and visualization
- Salesforce API expertise and data migration topics
Motivated and a passionate technophile, I am comfortable in Agile environments. I have worked with large corporations as well as startups and associations. I adapt and enjoy understanding each context to propose the best solutions.
See you soon :)
Hugo
French
Native or bilingual
English
Conversational
Can work on-site
Lyon (up to 50km)
Experience
- EntropeakData EngineerDIGITAL AND ITApril 2020 - Today (6 years and 4 months)Lyon, Auvergne-Rhône-Alpes, FranceInnovative project in the agricultural sector:- Setup of a serverless AWS infrastructure via Terraform- Data exposure via API Gateway + Lambda- Data pipeline setup, exploitation of external APIs- Setup of a single-table oriented DynamoDB databaseResearch project on pilot stress detection, backend / frontend:- Setup of a Django + Nginx environment (Docker) on VPS- Exposure of collected data via Django REST API- Setup of a web application (Vuejs)- Data visualization of collection results and inferences (Chart.js + Three.js)Research project on monitoring respiratory distress symptoms:- Setup of a Spark + ELK architecture on Docker- Data cleaning and aggregation via PySpark (MySQL / Audio wav)- Deployment of an environment for the Data Science team- Design and development of a mobile application for audio collection (Standalone ReactNative app)Voice recognition project dedicated to learning to read for children:- Modification of sound processing APIs and automation of a custom build of Tensorflow 1.14- Setup of new convolutional Deep Learning architectures like ResBlocks- Analysis and visualization of results- Conversion of TensorFlow model to CoreML 3.0- Design and development of a web app (VueJs + Python Django) for visualizing metrics and characteristics of audio datasets- Design and development of a web app for audio dataset labeling assistance (VueJs + AWS S3 Backend + Lambda + ApiGateway)
- HARDIS GROUPData Engineer & Salesforce ConsultantDIGITAL AND ITOctober 2015 - March 2020 (4 years and 5 months)69 Avenue Tony Garnier, 69007 Lyon- Data Flow: Python data processing scripts, Talend ETL- Data Quality: Scraping, Cleaning, GDPR Anonymization- Algorithmics: Deduplication, Sequence Alignment, Search Trees, Recursive Implementations- Data Visualization: Key banking & business performance indicators, Google Maps API Geocoding & CartographySalesforce:- Development of JSON REST Java/Apex Web APIs, inter-application connectors (Salesforce / Client IS)- Batches, Salesforce to Lightning Migrations- Scoping & Project Management (Agile Scrum Methodology, Scoping Workshops, Fixed-price project management)- Trainer: Programming Basics Algorithmics, Intermediate Talend Training
- Prestation de services informatiqueSoftware Engineer: Independent ConsultantE-COMMERCEJuly 2013 - September 2015 (2 years and 2 months)- Setup of Product Search Engines & Catalogs (Nested Set Model)- Development of Content Management Tools- Trainer: Programming Basics Algorithmics, Object-Oriented Programming Concepts, MVC Modeling
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Education
- Master's degreeUniversity of Avignon and the Vaucluse Region2014
- Bachelor's degree (Licence)University of Avignon and the Vaucluse Region2012