Available for Hire

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Data Scientist & Machine Learning Engineer

years exp
1
primary stack
Python, PyTorch, PostgreSQL
focus area
Machine Learning & Data Engineering
projects deployed
3
Diogo Ramos

My Journey

[01]2026-03-13

My Origin

Data Scientist fueled by a long-standing obsession with mathematical patterns. My expertise spans Machine Learning, Deep Learning, and Statistical Analysis, but my approach is shaped by my background as a basketball player. That experience instilled a team-first mentality and a drive for precision that I bring to every model I build. I specialize in transforming messy, high-dimensional data into clear, strategic insights.
[02]2026-03-13

Tech Stack

My primary workflow involves Python and PyTorch for model development, supported by PostgreSQL for robust data management. To ensure these models perform in production, I utilize Docker for containerization and Apache Airflow for workflow automation, all hosted and scaled within the AWS ecosystem.
[03]2026-03-13

My Mission

I'm at my best when problems don't fit neatly into boxes. Give me a business challenge and I'll move fluidly between data exploration, model building, and engineering, whatever it takes to solve it right. I'm frustrated by metrics that feel disconnected from reality, so I obsess over alignment: making sure we're measuring what matters, that technical decisions ladder up to business outcomes, and that insights actually translate into action. I thrive in cross-functional environments where I can influence how problems are shaped, not just solved.

Technical Skills

Data Infrastructure
SQL & PostgreSQL
Apache Airflow
Docker & Kubernetes
AWS & Cloud
InfluxDB & MQTT
ML Frameworks
PyTorch
TensorFlow
Scikit-learn
MLOps & CI/CD
Languages & Tools
Python
Pandas & NumPy
Data Visualization (Plotly, Matplotlib)
Statistical Modeling

Featured Projects

project/ IIoT Autonomous Warehouse
Production Ready

IIoT Autonomous Warehouse

Full-Stack IoT architecture for an autonomous warehouse managing 4 AMRs, 10 smart shelves, and real-time data flow.

4 AMRs
Robots Managed
10 Units
Smart Shelves
Event-Driven
Architecture
PythonMQTTUDP SocketsInfluxDBGrafanaIoT Architecture
project/ FinSight — AI Financial Intelligence Platform
In Development

FinSight — AI Financial Intelligence Platform

Production-architected RAG platform transforming dense SEC filings into queryable knowledge with precise citation grounding.

RAG
Core Tech
GenAI
Intelligence
AI Agents
Architecture
PythonFastAPIAnthropic ClaudeOpenAI EmbeddingsPineconeApache AirflowAWS S3StreamlitDockerPostgreSQL
project/ Predicting Student Outcomes from GitLab Activity
Production Ready

Predicting Student Outcomes from GitLab Activity

ML system predicting academic success by engineering behavioral features from raw version control logs.

0.77
AUC-ROC
-34%
Iteration
Behavioral
Analysis
PythonScikit-learnXGBoostPandasNumPyFlaskMongoDBGitLab API

Get In Touch

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_© 2026 Diogo Ramos.