Freelancer profile translated to English.
Back to original languageAbout Laure
Computer engineer with over 4 years of experience, I am a developer specializing in data. My services include:
- Machine Learning and Deep Learning: sentiment analysis, prediction, classification, recommendation systems, intent engine, regardless of the data (Natural Language Processing, Computer Vision, or Timeseries), possibility of embedded systems. Transfer learning for deep learning (using pre-trained models). All with sklearn, pandas, openCV, gensim, Stanford CoreNLP, TensorFlow, Keras, or PyTorch.
- Relational database administration (SQL, Postgresql, etc.) or NoSQL like MongoDB (document storage), Neo4J (data graph storage)
- Data processing and analysis, structured or unstructured, regardless of input format (JSON, CSV, XLSX, or directly from a database) using data exploration techniques with pandas, numpy, etc.
- Automation and industrialization: Web scraping (BeautifulSoup, Selenium), using external APIs to retrieve information, generate documents, or trigger a script in response to an event (using the Google suite including emails, forms, sheets; Facebook, Twitter, ...), generating visualizations, Dashboards, and creating and maintaining SaaS (Software as a Service) APIs and applications (Flask, FastAPI, Django)
- DataOps / DevOps oriented Data: Deployment on your Linux servers or Cloud of scripts or databases. Containerization with Docker. CI/CD pipelines (Ansible, Heroku).
- Big Data and infrastructure management: Using cloud services with AWS ecosystems (IAM, S3, EC2, Lambda, API Gateway, Kinesis), Google Cloud Platform, Microsoft Azure, and Hadoop Spark, Kafka, etc. tools.
- Training and teaching technical subjects.
French
Native or bilingual
English
Native or bilingual
Can work on-site
Paris (up to 50km)
Experience
- ASSOCIATION LEONARD DE VINCIMachine & Deep Learning TeacherEDUCATION AND E-LEARNINGJanuary 2020 - Today (6 years and 5 months)Courbevoie, FranceTeaching 3 different courses: Data Analysis, Machine Learning, Deep Learning.Technologies used: Python, matplotlib, numpy, pandas, opencv, gensim, nltk, TensorFlow + Keras.Concepts worked on: Feature engineering, transfer learning, reinforcement learning, generative adversarial networks
- We Digital GardenData EngineerSOFTWARE PUBLISHINGJanuary 2019 - January 2021 (2 years and 1 month)Paris, France
- Various client-dependent missions: automation, data mining, creation of reports / insights from data.
- In parallel, creation of a full-stack web platform for User Intelligence Lab for data mining, integration, collection, analysis, and visualization.
Back-end: Python, Neo4J, Stanford Core NLP, and usual data processing libraries (numpy, pandas, nltk, scikit-learn, matplotlib, Flask, Selenium)Front-end: ReactJS.
Reviews
Paul
PM Advisory
Reviewed on 5/23/2022
Very satisfied with Laure's work and involvement; I recommend her services.
B
Benoît
Adiict
Reviewed on 4/25/2022
Recommendations
Be the first to recommend Laure
Help this freelancer shine by sharing your experience working together.
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
- Computer Engineering DegreeEPITA2018Majeure SCIA