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The human factor is truly security’s weakest link
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The human factor is truly security’s weakest link

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augustoamaro/README.md

Hi, I'm Leônidas 👋

Software Engineer building AI-powered products — React · Next.js · TypeScript on the front, Node.js · FastAPI · Python on the back. 6+ years shipping across SaaS, healthcare, e-commerce, Web3 and real-time analytics, with a broader tech background since 2010.

Lately I go deep on production LLM patterns — retrieval (RAG), agentic workflows and multi-model orchestration — and self-host most of it on a Proxmox homelab.

Based in Brazil.


🛠️ Stack

Frontend: React · Next.js · TypeScript · Vue/Nuxt · Tailwind CSS Backend: Node.js · FastAPI · Python · tRPC · Prisma · PostgreSQL AI / LLM: LangChain · multi-provider LLMs · RAG / retrieval · conversational memory · multimodal · agentic workflows Web3: Solidity · Hardhat · ethers.js · ERC-721 Infra: Proxmox homelab · Docker · Ansible (IaC) · Vercel · CI/CD

🚀 Selected work

  • tradeOS — real-time market-context dashboard: 51 assets × 5 timeframes with a decision engine (trend, liquidity zones, setup readiness) over live Binance data.
  • Mr. Knowledge — live-audio desktop copilot: a Rust capture pipeline, real-time transcription and streaming LLM suggestions in a low-latency overlay.
  • Signals — self-hosted signal-intelligence engine: ingests Telegram (MTProto) → PostgreSQL, with a Claude vision pipeline that reads price levels straight from chart screenshots.
  • Books — turns EPUB/Markdown into structured notes with an LLM and serves them in a Next.js editorial reader, auto-deployed on the homelab.
  • Homelab — Proxmox + Docker + Ansible (IaC) with a custom Next.js / React Flow ops dashboard: live topology, service health, GitOps auto-deploy and a Telegram AI agent.

→ 20+ more, with write-ups, at leonidasamaro.com

📫 Reach me

Portfolio · LinkedIn · augustoamaro@proton.me

Pinned Loading

  1. copy-files copy-files Public

    JavaScript

  2. realtime-board realtime-board Public

    Realtime, offline-first collaborative kanban board — Yjs CRDT sync, live presence, accessible drag-and-drop. TypeScript monorepo with clean architecture.

    TypeScript

  3. rag-evals rag-evals Public

    RAG service with a rigorous eval harness — hybrid retrieval (pgvector + FTS + RRF), retrieval metrics, LLM-as-judge answer quality, cost/latency, and a CI regression gate. Local embeddings; Claude …

    Python

  4. webhook-relay webhook-relay Public

    Sender-side webhook delivery service in Go — Postgres ledger + Redis Streams dispatch, Standard Webhooks signing, retries with backoff, circuit breaker, dead-letter queue, and a chaos test that pro…

    Go