Portrait of Emmanuel Sitamon

session / about

Domain of focus

I build data systems that help scientists work faster. My work spans subsurface exploration in oil and gas and data-intensive workflows in the life sciences and protein engineering. I focus on scalable pipelines, scientific data integration, and tools that accelerate analysis and discovery.

Java Spring boot ASP.NET Python FastAPI Rust ReactJS NodeJs MLOPS AWS Trinio Apache kafka Apache Flink Celery Airbyte LLM AWS bedrock Databricks AZURE

output / projects

Currently working on ...

all projects

Rust, Python, RabbitMQ, Knowledge Graphs, Docker

Medusa Bridge

Semantic coordination layer for multi-agent AI systems operating on complex software projects.

Java, Spring Boot, React, PostgreSQL, Neo4j, Flyway, Docker

Warehouse Management System

Ontology-driven warehouse and inventory management system designed to track assets, products, and stock movement with precision.

output / writing

recent writing pulled from substack.

open writing

13 Mar 2026

AI is reversing the industrialization of software development

In 2022, I was on a flight to California when I first saw GPT generate code.

open on substack

20 Nov 2025

Day 1: Marketing Analytics with Python and pandas

This blog is the first in a series of short, practical tutorials designed to help you strengthen your Python and analytics skills.

open on substack

visit the full substack archive