Juan Cruz L.

utomotive Industry Project: Led the development of AI-driven solutions for object detection in the automotive industry. Implemented serverless workflows using AWS Lambda to execute real-time object detection tasks. Designed and optimized the system for scalability and efficiency, ensuring seamless data processing and integrations with other AWS services.

Entertainment Industry Project: Managed the development of software solutions for the entertainment sector, focusing on innovative features and user experience. Oversaw the entire software lifecycle, from design to deployment, ensuring high-quality delivery and optimal system performance.

WhatsApp Assistant with RAG (TypeScript / OpenAI / Vector Search)

• Developed a context-aware assistant for WhatsApp that automates customer support and order processing.

• Combined structured product/order data with unstructured FAQs using RAG pipelines and embeddings.

• Designed for real-time answers with vector search, modular architecture, and fully autonomous behavior.

Computer Vision Weed Detection (Python / ML / CV)

• Trained and deployed a custom ML model to detect weeds in RGB orthomosaic images from drone and satellite sources.

• Built an end-to-end Computer Vision pipeline with scikit-learn, OpenCV, and advanced vegetation feature extraction.

• Classified zones by weed intensity (high, medium, low) and optimized inference for large-scale image processing.

• System used in production for precision agriculture to inform treatment decisions and reduce manual fieldwork.

I had a service contract from Incluit. I was involved in the development of a new project in the company. Fullstack Developer: Typescript → React (Redux & Hooks) → GraphQL

Lead Software Developer:

I managed a project to build a healthcare system for COVID-19 data. I started from nothing, planned how it should be built, chose the right tools, and led the setup. I also led a team, helping them create new features to make sure everything worked as needed.

Lead Software Developer: I managed a project to build a healthcare system for COVID-19 data. I started from nothing, planned how it should be built, chose the right tools, and led the setup. I also led a team, helping them create new features to make sure everything worked as needed.