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Achievement: Pull SharkAchievement: YOLOAchievement: Pair Extraordinaire

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rubensrudio/README.md

Hi, I'm Rubens Rudio 👋

Senior Full Stack Software Engineer — Java · Python · Angular · Applied AI

I've spent 18+ years building enterprise systems end to end: Spring Boot and FastAPI backends, Angular frontends, and the databases and pipelines behind them. I'm currently a Software Engineer at Halliburton. On the side, I run my own studio, HaloTech Labs, bringing LLMs, RAG, and machine learning into real-world applications.

LinkedIn Website Email

🔭 What I'm working on

  • 🧩 Full stack — REST APIs in Spring Boot and FastAPI with Angular frontends, shipped with Docker and GitHub Actions.
  • 🧠 Applied AI — local-first RAG (Qdrant, Pinecone, LM Studio), NLP classification with Transformers, and MLOps with MLflow.
  • ⚡ Energy domain — predictive maintenance, seismic data compression, and secure-by-default microservices.

🚀 Featured projects

🎙️ Interview Reviewer — AI interview platform

End-to-end platform that analyzes resumes, runs technical interviews, evaluates answers, and generates source-backed assessment reports using local LLMs. Python · FastAPI · Angular · Local LLMs

📚 AI Research Assistant — local-first RAG for documents

Document research platform with JWT auth, vector search over Nomic embeddings, and a local Llama 3.1 8B served by LM Studio. FastAPI · SQLAlchemy · Qdrant · Llama 3.1 · Docker Compose

🛢️ OilOps PredictiveCore — predictive maintenance for energy

Explainable anomaly detection on equipment telemetry, built as vendor-neutral, self-hostable microservices. FastAPI · ONNX Runtime · Angular

🌋 AI Compress Seismic — AI-assisted SEG-Y compressor

Java codec pipeline combined with a TensorFlow autoencoder, exposed through a REST API, a CLI, and an Angular UI. Java · TensorFlow · REST · Angular

🔐 SecureMicro Energy Templates — secure-by-default Spring Boot

Production-grade microservice templates aligned to NIST SP 800-53 and CISA Secure by Design: OIDC, secrets management, SBOM, threat models, and CVE-gated CI. Java · Spring Boot · Keycloak · Vault · OpenTelemetry

🎫 Support Ticket AI — deep learning ticket triage

Classifies support tickets, predicts priority, and returns confidence scores, with a focus on evaluation and reproducibility. PyTorch · Hugging Face · FastAPI · MLflow · Docker

🛠️ Tech I work with

Java Python TypeScript Angular Spring Boot FastAPI Node.js PyTorch TensorFlow scikit-learn LangChain MLflow Spark PostgreSQL Oracle MongoDB Docker GitHub Actions AWS

📊 GitHub

GitHub streak

📫 Beyond code

  • 📍 Based in Aracruz, ES, Brazil 🇧🇷
  • 🏢 Founder of HaloTech Labs, my AI product studio
  • 🧪 All projects here are personal work, built on my own time with public or synthetic data
  • 🤝 Open to challenging backend and full stack roles

Pinned Loading

  1. AI-Research-Assistant AI-Research-Assistant Public

    Local-first RAG platform for document research — FastAPI, JWT auth, SQLAlchemy, Qdrant + Nomic Embed, local Llama 3.1 8B via LM Studio, Docker Compose.

    Python

  2. HealthAI HealthAI Public

    End-to-end ML application for symptom classification using NLP, TF-IDF feature extraction, XGBoost, model persistence, and FastAPI inference.

    Python

  3. AI-Compress-Seismic-v1 AI-Compress-Seismic-v1 Public

    AI-assisted SEG-Y seismic data compressor — Java codec pipeline + TensorFlow autoencoder, REST API, CLI, and Angular UI.

    Java

  4. interview-reviewer interview-reviewer Public

    End-to-end AI interview platform using local LLMs, FastAPI, and Angular to analyze resumes, conduct technical interviews, evaluate responses, and generate source-backed assessment reports.

    Python

  5. smart-expensive-analyzer smart-expensive-analyzer Public

    Production-ready Python backend that imports and analyzes financial transactions, automatically categorizes expenses, generates spending insights, and detects anomalous transactions using statistic…

    Python

  6. support-ticket-ai support-ticket-ai Public

    An AI-powered support ticket classification system using Deep Learning and NLP to automatically categorize tickets, predict priority, and provide confidence scores. Built with Python, PyTorch, Hugg…

    Python