🚀 13+ years turning research into production AI — from Bayesian models & physics to RAG systems serving real-time traffic.
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Senior ML Engineer @ Conversion Logix — architecting production ML systems, real-time inference & GenAI pipelines with 13+ years of experience turning research into deployed AI. PhD in Modeling & MSc in Applied Physics — deep work in time-series forecasting, Bayesian modeling & statistical inference. |
RAG systems · transformer architectures · hybrid forecasting models · LLMOps Professor & bootcamp lead — open courses on Data Science, Data Engineering & Python Backend used by hundreds of Spanish-speaking learners. Rust & Julia for performance-critical and scientific computing 📍 Chile 🇨🇱 · Colombia 🇨🇴 |
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A curated showcase of the forefront of AI innovations & breakthroughs — LLMs, agents & generative systems.
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Full open-source Data Engineering course (ES): pipelines, orchestration, streaming & warehouses.
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🎙️ VerbiModular voice assistant — SOTA transcription, LLM response generation & TTS, with local models via Ollama.
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Latest NLP & Vision Transformer architectures applied to text and image tasks.
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Backend development course — Python + Django, from fundamentals to deployed web apps.
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Data Science for everyone — a hands-on intro course with projects in Python.
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🏁 llmraceNew! Race LLM providers head-to-head in your terminal — live TUI, TTFB, tokens/s, p95 latency & cost. OpenAI · Anthropic · Groq · OpenRouter · local Ollama · any OpenAI-compatible endpoint. Published on crates.io:
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I believe world-class AI education should be free and in your own language. Beyond my featured courses, I lead university bootcamps and publish the material openly:
- 🎓 Bootcamps DS — multi-cohort data science bootcamps (2024-I · 2023-I · 2023-III)
- 📝 Curso-NLP-Python — NLP techniques for text processing
- ⚙️ C++ Course & Rust Course — systems programming foundations
- 🎥 YouTube — tutorials in Spanish on AI, ML & data
PhD-level research at the intersection of physics, statistics and machine learning — time-series forecasting, Bayesian modeling, and validated ML applications (including medical-imaging studies).
💻 Languages & Scientific Computing
🤖 AI / Machine Learning
🧰 Core tooling
🎨 Frontend
⚙️ Backend & APIs
🗄️ Databases & Streaming
☁️ DevOps · MLOps · Cloud
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