03Applied AI
An operational intelligence system that turns financial and sales signals into practical daily decisions for a service business.
Operational intelligenceWorkflow automationDecision support
Next.jsTypeScriptPostgreSQLClaude
Também usado
Hi, I’m Leonardo Ramos
I build AI products that solve real problems. I turn complex operations into practical, intelligent systems. I document the work: problem, hypothesis, build, and what changed. Undergraduate engineering student working across AI, product, and business.
Let’s talk
São Paulo, Brazil
Selected work
01Data & systems
A pipeline that turns hundreds of construction-site PDFs into an auditable database people can query in natural language.
Document ingestionPDF extractionData integrity
PythonFastAPIPostgreSQLLlamaParse
Também usado
02Applied AI
A multi-agent system that audits engineering contracts for risk exhaustively, not merely until a reviewer reaches the end of the document.
Multi-agent RAGVector retrievalConfidence thresholds
ClaudePineconen8nPostgreSQL
Também usado
Why me
Where engineering meets product thinking.
01
I build AI systems that work in production, not just in demos
RAG and semantic search · agent memory · multi-agent orchestration · evaluation and observability
02
I make data reliable before it reaches a model
PDF parsing and OCR · Postgres modeling · atomic ETL
03
I automate workflows that keep running without me
n8n · webhooks and scheduling · real integrations
04
I turn scattered data into decisions people can act on
relevant data collection and curation · analysis and information synthesis · actionable diagnostic generation
05
I understand the full process before proposing AI
end-to-end process discovery · bottleneck identification · simplification before solutioning
06
I design for the routine people live with every day
workflow mapping · operational friction reduction · real end-user adoption
About
I have always been drawn to understanding how things work. As a kid, I took toys apart and built new things from whatever I could find. I still do the same today - only with companies and systems.
I’m an undergraduate engineer building AI systems that improve real processes. Before reaching for technology, I map how a business works end to end, surface its constraints, and look for the smallest intervention that creates a meaningful result. AI comes after that, when it earns its place.
I believe the best solutions are rarely the most complex. They solve the right problem in the simplest reliable way. I’m especially interested in making AI understandable, useful, and responsible for the people who rely on it.
Outside work, I have played piano for more than ten years. Jazz remains one of my greatest passions.
Let’s think about what we could build together.
Vamos conversarleonardo@elytraai.com.br
LinkedInleonardo-ramos-de-araujo
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