Mateus Riff

Data Scientist

https://talent.gravityer.com/mateus-riff

Software Engineer pursuing a B.Sc. in Information Systems.

Key Strengths

Experience with Python for data-related projects, including a performance monitoring system and a semantic search engine.
Exposure to data analysis tools like Jupyter Notebook for cost-benefit analysis and RAG implementation.
Demonstrated interest in data science through personal projects like 'congresso-rag' and 'custo-beneficio-de-cidades-brasileiras'.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects show a diverse range of interests, from web development (TypeScript, JavaScript) to hardware description (Verilog) and data science (Python, Jupyter Notebook). While this breadth indicates adaptability, the direct alignment with a senior Data Scientist role is moderate, as many projects are not directly data science focused. The single professional experience listed is current and in a Data Scientist role, which is a positive indicator for cultural fit within a data-driven environment.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. The candidate's projects indicate a self-starter attitude and technical curiosity.

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Projects

SysMonitor-socket-and-middleware

November 20, 2025 – December 14, 2025

A multi-protocol performance monitoring system implemented using TCP, UDP, and Middleware. It uses agents on monitored machines to collect near real-time metrics (CPU, memory, disk, network) and transmits them to a central server for storage and visualization.

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custo-beneficio-de-cidades-brasileiras

August 18, 2025 – August 20, 2025

Uma comparação do custo de locação residencial por m2 dado pelo FIPEZAP com o Índice de Progresso Social de cidades brasileiras diversas.

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MinecraftExpTracker

August 17, 2025 – August 17, 2025

A plugin for Minecraft Paper servers that writes player experience gains over time to an InfluxDB database.

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elasticsearch-bd

July 16, 2025 – July 24, 2025

elasticsearch-bd — repository

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CinBora-client-web

July 9, 2025 – August 11, 2025

Repositório front-end para projeto da faculdade

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cinbora-api

July 7, 2025 – August 11, 2025

REST API for a college project.

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projeto-IESI

May 16, 2025 – May 16, 2025

projeto-IESI — repository

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congresso-rag

May 16, 2025 – June 8, 2025

A Jupyter Notebook that uses LangChain and OpenAI APIs to build a semantic search engine around journals from the Brazilian National Congress, applying RAG to uncover and keep track of political events.

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single-cycle-mips-cpu

July 15, 2024 – August 11, 2024

A Verilog model of a Single-cycle MIPS CPU.

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robocin-website-challenge

April 11, 2023 – May 12, 2023

robocin-website-challenge — repository

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Key Strengths

Experience with Python for data-related projects, including a performance monitoring system and a semantic search engine.
Exposure to data analysis tools like Jupyter Notebook for cost-benefit analysis and RAG implementation.
Demonstrated interest in data science through personal projects like 'congresso-rag' and 'custo-beneficio-de-cidades-brasileiras'.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. The candidate's projects indicate a self-starter attitude and technical curiosity.

Mateus Riff

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit