Juan Camilo Lopez Mantilla

🔸Building Agentic workflows and LLM apps to solve problems in the industy! 🔸Currently working on RAG with embeddings databases and LLMs 🔸 Building and maintaining production containerized applications using Docker, FastAPI and Kubernetes.

🔸 R&D: Developed a framework to automate the purchasing process of arbitrary e-commerce websites; Implemented from scratch and trained multi-modal models using Computer vision, NLP, and Machine learning techniques. Built a decision system to orchestrate Selenium web-driver actions with the Deep Learning models. 🔸Data engineering: Designed and implemented the Postgres data warehouse and wrote the ETL workflows. Set up the analytics and KPI platform from the data warehouse using Apache Superset. 🔸Backend dev: Built containerized Docker applications (Flask) Get a Way enables international delivery by connecting buyers and forwarders around the world 🌎 ✨ Open the potential of worldwide exclusive shopping ✨ Visit us at: www.getaway.tech

🔸Helped to optimize the delivery times using numerical methods. 🔸Helped to improve financial/operational data handling/storing practices for spreadsheets. 🔸In charge of creating and presenting reports, insights about the company, and dashboards of KPIs using DataViz tools (Seaborn-Matplotlib). 🔸Responsible for various administrative duties.

Helped to structure the technical part of a project proposal and gave insights on the feasibility of using NLP to address the needs of an invitation to tender from the Ministry of Mines and Energy of Colombia