Freelancer profile translated to English.

Description

Have you ever thought about a fully automated data project that would save you a lot of time and money but... you don't know how to do it?

Oh, you told yourself:

You can do it yourself... but you think back to other data projects that cost time and money without ever being completed
You're going to use your internal resources to do it... but they're already busy with other projects
You think using generative AI to set up a project is your last resort "oh cool I'll use Claude to code instead of hiring a dev :)"

... but you lose control of your features?

Well, you're in the right place: I'm Amin, a freelance data engineer. My thing? Transforming your ideas into data projects that actually work! — but first, let's connect!

I suggest we:

- have a chat about your project

- schedule an appointment to discuss + get some initial ideas on where to start

#dataengineer #gcp #spark #airflow #gcp #databricks #generative #ai #claude #gpt #gcpcertified

Industry field of expertise

Languages

French
Native or bilingual
English
Native or bilingual

Workplace preferences

Can work on-site

Paris (up to 30km)

Freelance
Data Engineer
ENERGY AND UTILITIES
June 2024 - Today (2 years)
Paris, France
Freelance Tech Lead Data Engineer – Energy Sector

Led data engineering initiatives within the renewables energy sector, developing and deploying ETL pipelines and Generative AI solutions to automate processes and optimize operational efficiency

Developed and maintained approximately 10 ETL pipelines utilizing AWS Lambda and Dataiku

Orchestrated pipelines to automate processes and improve usability for end users

Analyzed billions of lines of near real-time renewable energy data to compute metrics for end users using PySpark and Dataiku recipes

Leveraged Generative AI project to automate a process that can help the client to save approximately 6 millions € per year. Using Azure OpenAI + Document Intelligence, for file processing to read content of PDFs (10+ differents formats) and Excels and translate it to tabular data to be help data analyst team to analyze it through Power BI

Led a Generative AI project to automate a process, resulting in an estimated annual savings of €6 million for the client. Utilized Azure OpenAI and Document Intelligence to process files (including 10+ PDF formats and Excel spreadsheets), extracting content and converting it into tabular data for analysis by the data analyst team using Power BI

Deployed RAG into production, optimizing function calling and prompt engineering

Deployed AWS cloud services using Terraform, including Lambda, Cloudwatch, KMS, SNS, and Parameter Store

Facilitated retrospectives to foster technical team growth and maturity

Skills: AWS, Python, PySpark, ETL, Dataiku, Generative AI
AWS Amazon Web Services Apache Spark Generative AI AWS Lambda
Le Wagon
Data Engineer Teacher assistant
EDUCATION AND E-LEARNING
June 2024 - September 2024 (3 months)
- Helps students to understand key aspect of several tools (Apache Airflow, Spark ...)
- Guide students to resolves exercices
- Contribute to Github repo of Le Wagon to correct exercices instructions
Apache Airflow Data Engineer Python Big Query Google Cloud Platform (GCP)
Clustaar
Senior Data Scientist
DIGITAL AND IT
March 2018 - September 2023 (5 years and 6 months)
Paris, France
Improved and monitored a homemade NLP engine
Investigated research papers to improve chatbots
Developed and trained an autocomplete engine to ease usage of chatbots
using Elasticsearch through Elastic Cloud
Trained clients and in-house employees to help them understand the
behaviour of the NLP engine and how to make it better
Developed backend endpoints
Pandas Jupyter Elasticsearch Data Processing Tokenization Google Cloud Cloud GCP Amazon Web Services AWS S3 AWS Lambda Elastic Cloud MongoDB PostgreSQL