Freelance AWS LAMBDA : Nos meilleurs profils inscrits

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

• Equidata Sport

  Scraping, API, CI/CD, Cloud
  Jan 2022 - aujourd'hui

  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

• BCA Expertise

  IHM, industrialization, python developer
  Jan 2021 - aujourd'hui

  Use of streamlit to create an IHM used by data scientists to see an OCR pipeline.
  Refactoring code to split script into gRPC microservice.
  
  Disney (06-09/2021) : Refactoring python, cloud, python developer
  +33 6 99 81 66 25 | ******** |75013
  - 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.

• Mobsuccess

  part-time : Automatisation, API, Dataviz,python developer
  Jan 2020 - Jan 2021

  - FastAPI API containerized (Docker) updating
  - API google sheet used to generate jsons used in ******** 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

• FREELANCE DATA SCIENTIST
  2017 - aujourd'hui

  Re-mind : ChaGPT, API, Application, MongoDB
  - API that call openAI’s API
  - streamlit app to edit prompt and prepromt
  - questions/answers stored in MongoDB for further analysis