> whoami
Adam Silva — AI Engineer | LLM & RAG Architect | Agentic Systems | Python | JavaScript
> location
Silver Spring, MD — USA
> education
🎓 M.S. in Computer Science — University of the Potomac (2025–Present)
🎓 B.S. in Systems Analysis & IT — FATEC São Caetano do Sul (2009–2012)
> skills
[Python] [LLMs & GenAI] [RAG & Agentic Systems] [LangChain] [HuggingFace]
[PyTorch] [TensorFlow] [scikit-learn] [Pandas] [NumPy]
[AWS Bedrock] [Azure AI Foundry] [Google Vertex AI]
[JavaScript] [TypeScript] [Next.js] [React] [Node.js] [Redis]
[PostgreSQL] [MySQL] [NoSQL] [REST APIs] [Docker] [GitHub Actions]
> highlights
⚙️ 10+ years building AI and software systems
🤖 LLM chatbots, RAG pipelines, and agentic automation tools
☁️ Deployed on AWS Bedrock, Azure AI Foundry, and Google Vertex AI
📚 7,000+ students across 70+ technical courses
🌐 Global clients: US, Canada, Italy, Taiwan
🏆 Government scholarship for top academic performance
> experience
💼 AI Engineer — Estudar TI (May 2015 – Oct 2025)
↳ Designed LLM agents, RAG systems & automation tools
↳ Deployed AI apps on AWS, Azure & GCP at scale
↳ Built CI/CD pipelines for containerized AI microservices on GKE
↳ Led cross-functional team of 4; shipped 200+ projects
💼 Developer — City Council of Santo André (Apr–Dec 2017)
↳ Web platform, SEO & analytics instrumentation
💼 Backend Developer — Agência 3xceler (Mar–Aug 2015)
↳ PHP/CodeIgniter CMS, WordPress themes & backend components
> featured projects
📌 Upskill
https://adaumsilva.github.io/projects/upskill/
↳ Enterprise AI learning platform with Slack & Google Workspace integration
📌 LuminaLLM
https://github.com/adaumsilva/lumina-llm
↳ Fine-tuning framework for Llama 3 and Mistral models
📌 Nexus RAG
https://github.com/adaumsilva/nexus-rag
↳ Production RAG system with hybrid retrieval
📌 MLOps Sentinel
https://github.com/adaumsilva/mlops-sentinel
↳ Complete ML lifecycle template with automated evaluation
📌 WP Comment Responder
https://github.com/adaumsilva/wp-comment-responder
↳ Auto-replies WordPress comments using AI (PHP + OpenAI)
📌 YouTube Comment Fetcher
https://github.com/adaumsilva/youtube-comment-fetcher
↳ Fetches comments from YouTube videos via API (Python)
> platforms
🌐 Estudar TI — https://estudarti.com.br
↳ AI & programming courses platform (7,000+ students)
💼 F5 Marketing Digital — https://f5marketingdigital.com.br
↳ Digital agency for WordPress, ads & automations
> contact
📧 [email protected]
💼 https://linkedin.com/in/adam-silva/
🌐 https://adaumsilva.github.io/
🎨 https://www.behance.net/adamhenriquesilva
Highlights
- Pro
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LuminaLLM
LuminaLLM PublicA specialized fine-tuning repository for adapting open-source LLMs (Llama 3/Mistral) to niche domains using QLoRA, PEFT, and Hugging Face integration.
Python
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MLOps-Sentinel
MLOps-Sentinel PublicAn automated machine learning lifecycle for predictive services, featuring FastAPI deployment, Docker containerization, and a CI/CD monitoring pipeline.
Python
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jagmarques/asqav-sdk
jagmarques/asqav-sdk PublicPython SDK for AI agent governance - audit trails, policy enforcement, quantum-safe signatures. Works with LangChain, CrewAI, MCP.
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azapg/FAIR
azapg/FAIR PublicAn ethical AI-powered grading platform and LMS designed for transparent and fair student assessments.
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open-telemetry/opentelemetry-ecosystem-explorer
open-telemetry/opentelemetry-ecosystem-explorer PublicA repository for the OpenTelemetry Ecosystem Explorer, a tool to help users discover and learn about the various projects in the OpenTelemetry ecosystem.
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RAG-framework
RAG-framework PublicA modular, extensible Python framework for building Retrieval-Augmented Generation (RAG) pipelines. Plug in your own loaders, embedders, vector stores, and generators — or use the built-in implemen…
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