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Charlie5DH/README.md

Hi there, I'm Carlos Morales. aka Charli

AI & software engineer in Florianópolis, Brazil. I build AI systems and the software around them: agents, retrieval pipelines and inference infrastructure, plus the routing, tool access, evaluation and cost work that decides whether a model actually ships. I've hired and led engineering teams, and I care about clean, considered interfaces.

LinkedIn Medium ORCID Email


🧰 Skills & Frameworks

Agents LangChain LangGraph Langflow MCP

Inference LiteLLM vLLM OpenAI SDK Anthropic SDK Ollama Hugging Face

Retrieval FAISS pgvector

ML PyTorch TensorFlow NumPy Pandas

Cloud & infra Apache CloudStack Kubernetes Docker Keycloak GitLab CI Prometheus Grafana

Stack Python FastAPI Django PostgreSQL Redis MongoDB TypeScript React Next.js Tailwind CSS Electron Kafka RabbitMQ InfluxDB

Design Figma Claude Design

📕 Publications & writing

🎓 Education

  • Doctorate in Electrical Engineering, UFSC · on hold · ML for sensor networks and edge inference
  • Master's in Electrical Engineering, UFSC · forecasting in a hydropower-plant wireless sensor network
  • Engineer's degree in Mechatronics, Robotics and Automation, CUJAE

🗣️ Spanish · English · Portuguese  ·  📍 Florianópolis, Brazil  ·  ✉️ crmorales5dh@gmail.com

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  1. PredictiveMaintenance-and-Vibration-Resources PredictiveMaintenance-and-Vibration-Resources Public

    Papers and datasets for Vibration Analysis

    Jupyter Notebook 233 47

  2. Solar-Power-Datasets-and-Resources Solar-Power-Datasets-and-Resources Public

    Resources about solar power systems for data science

    89 17

  3. microservices-rabbitmq-django microservices-rabbitmq-django Public

    Communication between django services using rabbitmq message broker

    Python 16 1

  4. RISC-V-Single-Cycle-uP RISC-V-Single-Cycle-uP Public

    Design and implementation in VHDL for FPGAs of a single cycle RISC-V based architecture

    VHDL 14 1

  5. Full-Stack-Kafka-Stack Full-Stack-Kafka-Stack Public

    For recreational use. Just a playground of Kafka+Spark+MQTT+KSQLDB+others

    Python 9 1

  6. Anomaly-Detection-in-time-series Anomaly-Detection-in-time-series Public

    LSTM autoencoder using the Keras API with Tensorflow 2 as the backend to detect anomalies (sudden price changes) in the S&P 500 index.

    Jupyter Notebook 8