< Resume >

// Work Timeline

< Experience >

Over the past 15+ years, I’ve specialized in backend engineering, data systems, and applied AI, leading complex digital transformation projects for both the public and private sectors.
My expertise lies in building scalable architectures, integrating AI and automation, and transforming raw data into intelligent systems that drive measurable results.
This timeline showcases my journey in technology, leadership, and innovation.

// 2025 - Present

// Vilela Technology

// Principal Consultant – AI, Data & Backend Systems

At Vilela Technology, I provide high-level consulting services in data engineering, backend development, and AI agent development for American clients, helping them build scalable, intelligent, and production-ready systems. In addition to designing robust data pipelines and secure backend architectures, I lead the development of AI-powered applications, integrating LLMs and agent-based architectures to automate workflows, enable conversational interfaces, and deliver smart, context-aware solutions tailored to client needs. My work bridges advanced AI capabilities with modern software engineering practices to create innovative, high-impact products.

// 2023 - Present

// Senior Data Engineer and Software Engineer

// Brazilian Tourist Board (Embratur)

Leads the team responsible for Hermes, Embratur’s strategic management system that connects planning to budget execution — recognized as a Google Global Success Story. Oversees the development of automation workflows and internal AI agents using N8N, as well as the implementation of productivity tools such as Lovable, Gemini CLI, and Claude Code. Heads the Apollo Project, automating open data processing, transformation, and publication. Also manages the integration between Embratur’s internal systems and the ERP Benner, while designing and deploying AI-driven data pipelines and backend systems with Python and FastAPI.

Tech Stack: Python, FastAPI, Airflow, PostgreSQL, Docker, LangChain, CrewAI, N8N, Lovable, Google Cloud

// 2021 – 2023

// Ministry of Communications

// Senior Data Engineer and Software Engineer

Directed backend and data engineering projects supporting national communication infrastructure. Implemented CI/CD pipelines that reduced deployment cycles by 30%, and developed real-time APIs and analytics dashboards to support strategic decision-making. Managed a team of 22 engineers, aligning architecture and development with modernization and cloud strategies across the organization.
Tech Stack: Python, Django, FastAPI, PostgreSQL, Docker, Kubernetes, Terraform, Oracle Cloud

// 2019 – 2021

// National School of Public Administration (Enap)

// Data Engineer and Tech Lead

Led the development of data pipelines and automation workflows to enhance executive decision-making and operational analytics. Managed the modernization of the People and School Management System and mentored developers across multidisciplinary teams to deliver scalable, high-impact solutions for the public sector.
Tech Stack: Python, Django, Airflow, PostgreSQL, PowerBI, Tableau, AWS

// 2013 – 2019

// Federal Institute of Rio Grande do Norte (IFRN)

// Software Engineer

Developed and deployed machine learning and data processing pipelines to predict educational performance, while leading AI and analytics initiatives in collaboration with the Ministry of Education. Built and maintained the IFRN Open Data Portal and delivered multiple cloud-native systems using AWS and Serverless frameworks.
Tech Stack: Python, Django, Flask, Airflow, AWS, MLflow, Docker

// 2009 – 2013

// Mix Internet / Freelance

// Junior Programmer & Freelance Developer

My career began at Mix Internet, where I developed websites using PHP, HTML, CSS, JavaScript, and Python. As a freelance developer, I created corporate web and desktop applications across multiple programming languages, including PHP, Ruby, C#, and Java. This period allowed me to gain hands-on experience in managing diverse projects for various industries, focusing on scalability and user experience.

// My Skills

< Skills >

My expertise spans a broad range of technologies and methodologies, including:

Languages & Frameworks

Python (Django, Flask, FastAPI), JavaScript, PHP, Ruby, C#, Java, TypeScript, Node.JS, React, Next.js.

Data Engineering & AI

Data pipelines, ETL, PostgreSQL, MySQL, MongoDB, DuckDB, ElasticSearch, OpenSearch, Supabase, Apache Airflow, Kafka.

AI & Machine Learning

LLM, OpenAI Platform, NLP, Computer Vision, Generative AI (Stable Diffusion), GroqCloud, Langchain.

Cloud & DevOps

AWS, Oracle Cloud, GCP, Azure, Docker, Kubernetes, CI/CD (Gitlab CI, Github Actions, ArgoCD), Serverless Architecture.

Tools & Libraries

Selenium, Requests, BeautifulSoup, Pandas, Scikit-learn, PySpark.

Soft Skills

Leadership, Project Management, Communication, Problem-Solving, Creativity.

Let’s Explore Popular Skills & Experience

With over 15 years in software engineering, data science, and AI, I build scalable solutions that turn data into impact.

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Address

+55 (61) 99219-8018

Phone Number

allyson@vilela.tech

Email Address