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Discovering the Universe
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Discovering the Universe
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afelipfo/readme.md

Andrés Felipe Flórez Olivera

Lead Artificial Intelligence Engineer

LinkedIn Email Location


🚀 About Me

I am a Physicist and AI Engineer (M.Sc.) specialized in architecting production-ready AI systems. My expertise lies at the intersection of Agentic AI, Reinforcement Learning (RLHF), and Computer Vision. Currently, I lead GenAI strategies for digital transformation, bridging the gap between cutting-edge research and scalable industrial solutions.

  • 🧠 Lead AI Engineer at ITM - Distrito de Ciencia, Tecnología e Innovación.
  • 🎓 M.Sc. in Artificial Intelligence (Uniandes) | Cloud Computing & GenAI (UT Austin) | Data Science (MIT).
  • 🛠️ Former AI Engineer at Scale AI, optimizing frontier LLMs through RLHF and Agentic Evaluation.

🛠️ Technical Ecosystem (Complete Stack)

💻 Core Languages

Python TypeScript SQL

🤖 AI & Agentic Frameworks (SOTA)

LangGraph LlamaIndex CrewAI Mastra PyTorch Scikit-learn Hugging Face RLHF

🧪 LLMOps, Evaluation & Observability

LangSmith W&B Ragas MLflow Prometheus Grafana

📊 Data, Vector Search & Retrieval

Pinecone Redis Supabase Databricks Kafka Firecrawl

☁️ Infrastructure & Deployment

AWS GCP K8s Docker Terraform GitLab FastAPI Vercel


📈 Career Highlights

  • Lead AI Engineer @ ITM: Spearheading Medellín's "Malla Vial" assessment using CV and Predictive Analytics. Orchestrating the city's GenAI strategy.
  • AI Engineer @ Scale AI: Fine-tuned frontier LLMs via RLHF. Architected automated benchmarking pipelines using LangGraph for multi-modal model evaluation.
  • Curriculum Architect @ UPTC: Designed and led the postgraduate specialization in AI, training 100+ professionals in production-grade ML.
  • Data Scientist @ SGC: Automated regulatory compliance and safety monitoring for nuclear and radiological facilities using ML pipelines.

🎓 Education & Certifications

  • M.Sc. in Artificial Intelligence - Universidad de los Andes (GPA: 4.0/4.0)
  • Cloud Computing & GenAI - The University of Texas at Austin (GPA: 4.0/4.0)
  • Data Science & ML Professional Certificate - MIT
  • B.Sc. in Physics - UPTC (Meritorious Thesis)

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  1. Clasificacion_ONU_Desarrollo_Sostenible Clasificacion_ONU_Desarrollo_Sostenible Public

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  2. E-Commerce-Data-Pipeline E-Commerce-Data-Pipeline Public

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  3. Home_credit_risk_analysis Home_credit_risk_analysis Public

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  5. Sentiment_Analysis_Movies Sentiment_Analysis_Movies Public

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