About Me¶
Hi, I'm Mohammed EL AMRANI - Full-Stack Data Engineer specializing in AI-driven solutions with 4+ years of experience building production-grade data systems. I bridge the gap between complex data infrastructure and business value through:
["Generative AI", "LLM Fine-tuning", "Cloud-native Data Pipelines", "RAG Systems"]
Professional Journey¶
▸ Data Engineer @ FIVERR (Freelance) | 2020-Present
FastAPI LangChain AWS Docker
- Developed LLM solutions using GPT-4/GPT-3.5 with vector databases (Pinecone, Weaviate)
- Built AI chatbots integrating Rasa + ChatGPT for custom client interactions
- Containerized data applications using Docker for simplified deployment
▸ Data Analyst @ RADEEF | 2022-Present
PySpark Streamlit ETL
- Aggregated financial metrics from 15+ data sources for operational analysis
- Created real-time dashboards for regulatory compliance monitoring
- Automated data validation workflows reducing manual effort by 40%
Core Expertise¶
# Language Stack
Python | SQL | Bash
# Data Engineering
FastAPI/Flask | ETL Pipelines | AWS Cloud | Docker
# AI/ML
LLM Fine-tuning | RAG Systems | NLP | Generative AI
Education & Certification¶
▸ Higher school of business management and IT
Bachelor in Software Engineering | 2023-2024
▸ Google Professional Certificate
Data Analytics | 2022
▸ IBM Developer Certification
AI Applications with Python | 2021
Client Impact¶
"Mohammed developed an exceptional FastAPI integration with GPT-4 for our risk analysis system. His NLP expertise was invaluable."
Project: AI-powered Financial Risk Chatbot
"Automated our GDPR compliance workflow with perfect Python/Flask implementation. Reliable and documentation-perfect."
Project: Automated Regulatory Workflows