Available for Hire

_

Data Scientist & Machine Learning Engineer

years exp
1
primary stack
Python, scikit-learn, SQL
focus area
Machine Learning & Data Engineering
projects deployed
3
Diogo Ramos

> Journey_

[01]2026-03-31

My Origin

Recent graduate with foundational knowledge in Data Science and Engineering. I bring strong teamwork, problem-solving, and time-management skills honed through both academic and real-world projects, as well as my experience as a professional basketball player. This unique background instilled a team-first mentality and a drive for precision.
[02]2026-03-31

Tech Stack

My primary workflow involves Python for backend and data tasks, leveraging frameworks like scikit-learn, TensorFlow, and XGBoost. I build Data Engineering pipelines with Kafka and SQL, and ensure reliable deployment using Docker and Git. I have a deep interest in modern AI Systems, specifically RAG & LLM Applications.
[03]2026-03-31

My Mission

I'm prepared to start my career and make meaningful contributions with commitment and drive. I have a strong passion for finding solutions that can automate the real world and thrive in high-pressure competitive environments across both technology and sports. I aim to merge rigorous analytical thinking with modern engineering practices.

> Skills_

Back End & ML
Python
SQL
scikit-learn
TensorFlow
XGBoost
Kafka
Docker
Git
APIs
Fields of Interest
Machine Learning
Data Engineering
AI Systems
Cloud Infrastructure
RAG & LLM Applications
Soft Skills & Languages
Problem-Solving
Leadership
Time Management
Portuguese (Native)
English (Fluent)

> 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

> Contact_

>GitHub>LinkedIn

system/status ONLINE

_© 2026 Diogo Ramos. All rights reserved.