Juan Ramirez
Lead AI Engineer at Escuela Colombiana de Ingeniería Julio Garavito
Bogota, Colombia
Summary
👤
Senior🎓
Top SchoolJuan Ramirez is a Lead AI Engineer with nine years of experience building production-grade ML and GenAI systems, currently based in Bogotá. He blends deep academic roots—MSc in Computer Science and extensive university lecturing in NLP, GenAI and HPC—with hands-on delivery of agentic workflows, RAG systems, and MLOps across cloud providers (AWS, GCP, OCI). Juan has led and scaled multidisciplinary teams to integrate LLMs, LangChain/LangGraph orchestration, Model Context Protocols and vector databases into enterprise products, and has a track record of winning internal GenAI hackathons. His background in biomedical engineering and projects on multimodal histopathology and energy time-series gives him a practical edge in combining domain knowledge with Bayesian and deep-learning methods. He is equally comfortable authoring course content and refactoring legacy model code into reproducible, traceable pipelines for observability and experimentation.
9 years of coding experience
5 years of employment as a software developer
Masters, Computer Science, Masters, Computer Science at Universidad Nacional de ColombiaBachelor, Biomedical engineering, Bachelor, Biomedical engineering at Escuela Colombiana de Ingeneria Julio GaravitoBachelor, Biomedical Engineering, Bachelor, Biomedical Engineering at Universidad del Rosario
English
Github Skills (45)
autoencoder10
mnist9
mixture9
arxiv9
collections8
clustering8
hierarchical-clustering8
neovim8
hyperparameters8
loader8
lua7
unsupervised-learning7
neovim-plugin7
nvim6
self-organizing-map6
Programming languages (5)
Github contributions (5)
juselara1/dmae
Jun 2020 - Mar 2021
TensorFlow implementation of the Dissimilarity Mixture Autoencoder: https://arxiv.org/abs/2006.08177
Contributions:2 releases, 37 commits, 1 PR in 9 months
autoencoderarxivabsdeep-learningclustering
juselara1/nvim
Apr 2022 - Dec 2024
Configuration files for the neovim text editor
Contributions:6 PRs, 57 pushes, 2 branches in 2 years 9 months
luavimconfiguration-filesneovimnvim
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