AI ENGINEER · DEVELOPER · EDUCATORSILVER SPRING, MD / USA

OPEN TO OPPORTUNITIES

Intelligence.Engineeredfor impact.

I’m Adam Silva. With 15+ years in software development, I turn complex AI into useful products—from the first experiment to the systems people use every day.

Adam Silva
ADAM SILVAHUMAN BEHIND THE SYSTEMS
01 / BUILDER’S MINDSET
From an idea.
To something real.↙
SCROLL TO EXPLORE ↓MODELS → SYSTEMS → OUTCOMES

00 / ASK ADAM

Ask me anything
about my work.

Type a question and I’ll answer with the exact passages from my portfolio and résumé—every result links to its source. It runs entirely in your browser: no web search, nothing sent anywhere.

TRY

SEARCHES THIS PORTFOLIO AND THE RÉSUMÉ ONLY · NO WEB · NO TRACKING

AGENTIC SYSTEMS✳LLM ENGINEERING✳RAG PIPELINES✳PRODUCTION AI

01 / SELECTED WORK

Built to leave
the notebook.

Applied AI. Real products.
Engineering from end to end.

02 / THE PERSON BEHIND THE CODE

An engineer.
An educator.
Always a learner.

View my résumé ↗

I like the space where ambitious ideas become things people can actually use.

My work spans AI agents, retrieval systems, machine learning, and the platforms that bring them into production. I work across the stack, from model experimentation to deployment on AWS and Azure.

Across my career, I’ve delivered more than 200 projects. At Estudar TI in Brazil, I built AI and web platforms and led technical training reaching over 7,000 students. Today, I’m pursuing an M.S. in Computer Science at the University of the Potomac.

15+Years in software
200+Projects delivered
7k+Students reached

03 / EXPERIENCE

15+ years.
From code to impact.

View LinkedIn ↗
JAN 2018 — SEP 2025Estudar TIAI Engineer

São Paulo, Brazil

Production AI, scalable backend systems, and technical education.

60% fewer hallucinations2× concurrent chat sessions99% application uptime
  • Doubled concurrent LLM chat sessions by optimizing state management and maintaining a CRM and chatbot platform built with React, Node.js, and Redis.
  • Achieved 99% uptime for AI applications deployed on AWS, AWS Bedrock, and Azure Foundry, processing 10M+ tokens with integrated PII protection.
  • Automated career roadmaps for 7,000 users by implementing AI agents, LLM-powered chatbots, RAG systems, models, and automation tools with LangChain, Hugging Face, PyTorch, and TensorFlow.
  • Maintained production web platforms serving 50,000+ users using Python, JavaScript, Next.js, React, TypeScript, PostgreSQL, MySQL, and SQL.
  • Reduced experimentation cycles by 40% and accelerated GenAI feature delivery through Python utilities and services for data processing and third-party API integration.
  • Reached 7,000+ students through applications and AI training, leading a multidisciplinary team across engineering, design, and sales.
  • Achieved 95% model accuracy across large-scale datasets with end-to-end machine learning pipelines using scikit-learn, Pandas, and NumPy.
  • Reduced inference latency by 30% through scalable FastAPI REST APIs and optimized NoSQL database schemas.
  • Reduced hallucinations by 60% by architecting RAG pipelines and automated evaluation frameworks for LLM performance.
  • Reduced delivery time for a key system from three months to three weeks using AI-assisted workflows with Claude Code.
  • Accelerated AI microservice delivery by 50% through GitHub Actions CI/CD and automated evaluation, targeting Google Kubernetes Engine deployment.
PythonLangChainHugging FacePyTorchTensorFlowAWS BedrockAzure AI FoundryReactNode.jsRedisFastAPIGKE
APR — DEC 2017City Council of Santo AndréDeveloper

Santo André, Brazil

Accessible public-facing websites and digital communication.

  • Developed and maintained the councilor’s official WordPress website and blog, expanding digital visibility to a potential audience of 715,000+ residents.
  • Implemented SEO and analytics across 100% of core website pages to monitor traffic, user behavior, and content engagement.
  • Translated information from 20+ plenary sessions and policy discussions into clear digital content with communications and policy teams.
  • Improved usability across 10+ website sections through responsive layouts, front-end optimization, and accessible desktop and mobile experiences.
WordPressPHPHTML / CSSJavaScriptSEOAnalytics
MAR — AUG 2015Agência 3xceler Ltda - MeBackend Developer

São Paulo, Brazil

Custom content platforms, reusable components, and client websites.

  • Delivered 5+ client-facing WordPress websites and landing pages with custom themes and backend components aligned with design, usability, and SEO requirements.
  • Created reusable WordPress templates and backend components across 15+ custom page layouts using PHP, HTML, CSS, and JavaScript.
  • Built a PHP and CodeIgniter CMS that centralized management of 100+ travel packages, destinations, and content records.
  • Converted 20+ UX wireframes and design layouts into production-ready digital experiences in collaboration with designers and stakeholders.
PHPCodeIgniterWordPressHTML / CSSJavaScript
FEB 2009 — DEC 2014FreelancerWeb Developer

Santo André, Brazil

Websites and practical software for small businesses.

  • Managed and updated client websites for Pennacorp.
  • Developed the website for the auto parts distributor Becap.
  • Built websites and systems that helped small businesses solve operational problems with technology.
  • Created and managed WordPress blogs.
Web developmentWordPressClient websites
MAY 2013 — NOV 2014F5 ThemesDeveloper

São Paulo, Brazil

A WordPress e-commerce product serving an international market.

  • Developed New-commerce, a WordPress e-commerce theme that reached the top 10 best-sellers on Mojo Themes Market three times.
  • Built f5themes.com to support services for customers in Brazil and abroad.
  • Supported business strategies that achieved more than 500 global product sales.
  • Managed clients in Canada, the United States, Taiwan, Italy, India, and Paraguay.
WordPressE-commerceMojo ThemesCustomer support
NOV 2013 — MAR 2014PromobitWeb Developer

São Paulo, Brazil

Web development for the platform’s administration and content.

  • Developed part of the Promobit administration system using PHP, HTML, CSS, Bootstrap, jQuery, and Git in collaboration with the team.
  • Developed the Promobit blog, supporting the startup’s marketing strategy.
PHPHTML / CSSBootstrapjQueryGit
SEP 2008 — FEB 2009PennacorpIntern · IT Technician

São Paulo, Brazil

Early experience in web development, databases, and enterprise software.

  • Developed and managed websites in ASP and PHP.
  • Customized and created subroutines in an ERP system.
  • Migrated databases from Sybase to MySQL.
  • Provided ERP system support to clients.
ASPPHPERPSybaseMySQL

04 / OPEN SOURCE

Better, together.

My GitHub ↗

05 / TOOLKIT & CREDENTIALS

The tools change.
The curiosity stays.

INTELLIGENCE

Python · PyTorch · TensorFlow · Hugging Face · LangChain · LangGraph

INFRASTRUCTURE

AWS Bedrock · Azure AI Foundry · Google Cloud · Docker · Linux

PRODUCT

React · Next.js · JavaScript · REST APIs · PostgreSQL · MySQL

EDUCATION & LANGUAGES

Built on
continuous learning.

OCT 2025 — APR 2027 · IN PROGRESS

M.S. in Computer Science

GPA 4.0

University of the Potomac

2009 — 2012

Systems Analysis & Information Technology

GPA 3.3

Fatec São Caetano do Sul

2006 — 2008

Technical Diploma in Information Technology

Instituto Pentágono de Ensino

Portuguese & English — native or bilingual
Spanish — full professional proficiency

06 / MORE EXPERIMENTS

2024YouTube Comment FetcherComments → articles & video scripts↗2024WP Comment ResponderAutomated replies with GPT-4o-mini↗

HAVE SOMETHING IN MIND?

Let’s build
what’s next.↗

Open to AI engineering roles,
consulting, and interesting collaborations.

adaumsilva@gmail.com ↗

PORTFOLIO ASSISTANT

Ask about Adam.

Find answers in my portfolio and résumé. Every result links to its source.

What would you like to know about my work?

Searches only this portfolio and the attached résumé.

Source-based answers · No web search · Questions stay in your browser