CV AWS Lambda : Recherchez votre consultant indépendant

Résumé des missions d'Emmanuel,
freelance AWS LAMBDA résidant dans Paris (75)

• FREELANCE DATA SCIENTIST

  Re-mind : ChatGPT, API, Application, MongoD
  Jan 2023 - 2024

  - chatbot using openAI’s API and langchain framework
  - streamlit app to edit prompt and preprompt
  - questions/answers stored in MongoDB for further analysis

• Equidata Sport : Scraping, API, CI/CD, Cloud
  Jan 2022 - 2024

  - scraping excel file, stored in AWS S3, using AWS Lambda, trigger by CRON
  - preprocess script trigger by a deposit of file in AWS S3
  - visualization app using Streamlit (deployed on AWS EC2)
  - gitlab ci/cd with serverless framework to deploy AWS services

• Omnegy : CI/CD, Application, API
  Jan 2022 - aujourd'hui

  - streamlit app creation to visualize OCR performances on invoices
  - API rest conversion to gRPC
  - webscraping with selenium, deployed on AWS lambda
  - gitlab ci/cd with serverless framework to deploy AWS services : lambda, SQS

• IHM, industrialization, python developer

  BCA Expertise :
  Jan 2021 - Jan 2021

  Use of streamlit to create an IHM used by data scientists to see an OCR pipeline.
  Refactoring code to split script into gRPC microservice.

• Refactoring python, cloud, python developer

  Disney
  Jan 2021 - Jan 2021

  - python scripts fixing and refactoring that parse excels files on S3 (AWS), transforming
  and inserting them into SQL Server db through SqlAlchemy. Increase API script speed
  with multithreading
  - Use of batch (AWS) services to orchestrate scripts execution.

• Scraping, Cloud, python developer

  Beke Automobiles
  Jan 2021 - Jan 2021

  - daily scraping script host on Heroku and data insertion in Mongo Cloud Atlas,
  dashboard exposed with Flask

• Automatisation, API, Dataviz, python developer

  Mobsuccess
  Jan 2020 - Jan 2021

  - FastAPI API containerized (Docker) updating
  - API google sheet used to generate jsons used in gifi.fr website configuration
  - QuickSight (AWS) dashboards edition

• DragnSurvey : NLP (sentiment analysis), API, Cloud
  Jan 2020 - 2022

  - conversion of Flask API to FastAPI, containerized with docker
  - fine tuning BERT deep learning model to perform sentiment analysis on 16 languages
  (HuggingFace, Tensorflow 2, Pytorch)
  - models metrics tracked and stored in neptune.ai
  - use of AWS lambda and API Gateway to expose APIs
  - benchmark of Tesseract version and hyperparameters to perform OCR on forms

• Data processing, Application, python developer

  Urgotech
  Jan 2020 - Jan 2020

  - data processing pipeline to process EEG data (pandas, numpy, multiprocessing)
  - webapp application creation to display data distribution and let the user choose the
  range of outliers as well as the data scaling (streamlit)

• NLP, python developer

  Whitelab Genomics
  Jan 2020 - Jan 2020

  - Feasibility study to classify scientifiques papers with unsupervised and supervised
  algorithms