Anderson Magalhães — Product Manager

Senior Software Engineer and Full Stack Developer with 20+ years of experience building production-grade systems across backend and distributed architectures, applying AI, LLMs, RAG, and agent-based solutions where they add real business value. I have extensive experience across backend, full stack, and AI-enabled systems, with a strong foundation in enterprise Java platforms and distributed architectures. I work in complex, mission-critical environments where reliability, security, and performance are essential. I apply a Python-first approach for modern AI and cloud-native services, building LLM-based systems, Retrieval-Augmented Generation pipelines, and AI agents integrated with real backend systems, APIs, and data sources. I design scalable services using async Python, FastAPI, and modern LLM frameworks, while leveraging robust Java backends as stable integration points. I specialize in bridging experimental AI with enterprise-grade systems through clean architecture, deterministic guardrails, observability, and cloud-native practices. Currently, I lead AI automation initiatives at one of the largest banks in Latin America, connecting LLM-powered services, full stack applications, and legacy platforms to high-scale transactional systems. Certifications ORACLE: Architect, Generative AI Professional, AI Foundations Associate, Developer, DevOps Professional. JAVA: Certified Java Programmer, JEE Web Component Developer Education Bachelor of Technology in Computer Networks – União Educacional de Brasília Postgraduate Specialization in Artificial Intelligence – Faculdade Iguaçu Postgraduate Specialization in Cloud Computing – Faculdade Iguaçu Skills AI & LLM LLMs, Generative AI, RAG, Vector Databases (ChromaDB, Pinecone, FAISS, Weaviate), Embeddings, Semantic Search, Prompt Engineering, Guardrails, AI Agents, LangChain, LangGraph, LangSmith, OpenAI API, LlamaIndex, MCP, Document Automation Backend & Python Python, Java, Asyncio, FastAPI, Flask, Pydantic, Streamlit, Spring Boot, Spring Batch, Hibernate, REST APIs, JPA, TDD, Pytest, Concurrency, Multiprocessing, Caching Distributed Systems Event-Driven Architecture, Kafka, RabbitMQ, IBM MQ, PostgreSQL, MongoDB, Redis, Oracle, DB2, MySQL DevOps & Cloud AWS, Terraform, Ansible, Docker, Kubernetes, OpenShift, Jenkins, CI/CD, Infrastructure as Code Observability & Security Grafana, Prometheus, OpenTelemetry, AlertManager, Tracing, Metrics, Logging, OAuth2, JWT, SSL/TLS, Encryption Frontend & Web3 React, TypeScript, Blockchain, Web3, Smart Contracts, Regex, OCR Parsing, HTML, CSS

Stackforce AI infers this person is a Fintech expert with strong capabilities in AI-driven solutions and full-stack development.

Location: Brasília, Federal District, Brazil

Experience: 23 yrs 4 mos

Skills

Ai & Llm
Full Stack Development
Cloud Native
Backend Development
Api Development
Security
Testing

Career Highlights

20+ years of experience in software engineering.
Expert in AI automation and LLM integration.
Proven track record in building scalable, mission-critical systems.

Work Experience

Banco do Brasil

Full Stack Engineer - AI Engineer (15 yrs 4 mos)

CAST

Senior Full Stack Software Engineer (1 yr)

Politec

Senior Full Stack Software Engineer (6 yrs)

Brasil Telecom

Software Engineer in Test (2 yrs)

Education

Bachelor of Technology in Computer Networks at União Educacional de Brasília - Uneb

Postgraduate Specialization (Lato Sensu) in Artificial Intelligence at Faculdade Iguaçu

Postgraduate Specialization (Lato Sensu) in Cloud Computing – 360h at Faculdade Iguaçu

Anderson Magalhães

Product Manager

Brasília, Federal District, Brazil23 yrs 4 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

20+ years of experience in software engineering.
Expert in AI automation and LLM integration.
Proven track record in building scalable, mission-critical systems.

Stackforce AI infers this person is a Fintech expert with strong capabilities in AI-driven solutions and full-stack development.

Contact

wwwaterson@gmail.com LinkedIn

Skills

Core Skills

Ai & LlmFull Stack DevelopmentCloud NativeBackend DevelopmentApi DevelopmentSecurityTesting

Other Skills

PythonJavaAILLMsRAGEvent-Driven ArchitectureDockerKubernetesAI AgentsFastAPIGenerative AIDocument AutomationRESTful APIsAPI GatewayOracle Flexcube

About

Experience

23 yrs 4 mos

Total Experience

7 yrs 9 mos

Average Tenure

15 yrs 4 mos

Current Experience

Banco do brasil

Full Stack Engineer - AI Engineer

Jan 2011 – Present · 15 yrs 4 mos · Brasília, Federal District, Brazil · Remote

Senior Engineer with a track record of delivering mission-critical systems for Banco do Brasil. Over the last 15 years, I have evolved from building high-concurrency Java backends to pioneering AI automation. Currently, I combine my deep engineering background with modern AI stacks to build scalable, intelligent applications.
Key Achievements:
Advanced AI Engineering: Heavily focused on the modern AI stack: Python, LangChain, LangGraph, and Vector Databases. Expert in building custom RAG pipelines to bridge the gap between LLMs and proprietary enterprise data.
Legacy to AI Transformation: Engineered Generative AI solutions to document complex mainframe codebases. By automating knowledge transfer with LLMs, the project slashed new developer onboarding time by 70% and streamlined the system modernization roadmap.
Distributed Systems: Contributed to the engineering of high-availability architectures for PIX and Open Banking using Event-Driven Architecture (Kafka, RabbitMQ). Helped build a system that processes over R$ 3 trillion in volume with 99.99% availability, handling peaks of 33,000 transactions per minute with sub-second latency (<0.87s).
Full Stack Proficiency: Maintained full-stack capabilities throughout my career, from React/TypeScript frontends to complex backend logic in Java and Python.
Cloud Native: Proficient in deploying containerized solutions (Docker/Kubernetes) across hybrid cloud environments (AWS/OCI).

PythonJavaAILLMsRAGEvent-Driven Architecture+4

Cast

Senior Full Stack Software Engineer

Dec 2009 – Dec 2010 · 1 yr · Brasília, Federal District, Brazil · On-site

Responsible for designing and implementing a unified middleware layer to ensure real-time communication and data consistency between global banking systems and Oracle Flexcube. Led end-to-end development, including API design, software testing, code review, and approval of merge requests, delivering scalable and secure integrations across international operations.
Key Achievements
Designed and implemented a flexible API Gateway serving as a central Enterprise Service Bus (ESB), standardizing communication across multiple systems.
Collaborated directly with Oracle global teams to define RESTful APIs, ensuring seamless and standardized integration.
Translated and standardized data across internal systems, enabling secure and efficient communication with Oracle Flexcube.
Achieved high-performance, real-time integration between headquarters and international branches, improving operational agility.
Optimized processes and reduced operational costs while maintaining global data consistency and compliance.
Applied best practices in software testing, code review, and merge request approvals, ensuring reliability, maintainability, and high code quality.

RESTful APIsJavaAPI GatewayOracle FlexcubeBackend DevelopmentAPI Development

Politec

Senior Full Stack Software Engineer

Nov 2003 – Nov 2009 · 6 yrs · Brasília, Federal District, Brazil · On-site

Responsible for designing and implementing secure, scalable, and efficient enterprise solutions to improve authentication, productivity, and document management. Engaged in full software lifecycle activities including development, testing, code review, and approval of merge requests, ensuring high-quality and maintainable solutions.
Key Achievements
Designed and implemented a Single Sign-On (SSO) component, creating a centralized authentication platform that improved security and provided unified access across multiple applications.
Increased employee productivity and strengthened credential management by centralizing authentication processes.
Developed an in-house banking document generation platform using Java and Jasper Reports, integrated with core systems to replace costly third-party licenses.
Achieved over USD 1 million in license cost savings while enhancing operational efficiency, compliance, and reliability in document generation.
Applied best practices in software testing, code review, and merge request approvals to ensure robust, maintainable, and secure code.

JavaSingle Sign-OnDocument ManagementBackend DevelopmentSecurity

Brasil telecom

Software Engineer in Test

Nov 2001 – Nov 2003 · 2 yrs · Brasília, Federal District, Brazil · On-site

Ensuring Billing System Integrity with Unit Testing
This project was an initiative to prevent financial losses caused by the misplacement or loss of billing tickets during system processing. The main objective was to guarantee the integrity and correct processing of each billing transaction.
For this, a robust test automation strategy was implemented. The project involved the creation and automation of unit tests for the system's components in Java, with a focus on defining precise test cases to verify business logic and code quality. The JUnit and Cactus frameworks were utilized to develop and automate these tests, simulating complex billing scenarios. The implementation of this software testing platform contributed significantly to the reduction of financial losses, decreasing losses to almost zero. The project not only ensured the reliability of the billing system and software quality but also strengthened confidence in the company's financial results.

JavaJUnitCactusTesting