Luis Valle
Software and ML Engineer @ Orion | Robotics MS
- Role
- Software and Machine Learning Engineer at Orion Entrance Control, Inc
- Location
- Charlotte, NC, US
- LinkedIn followers
- 500 followers
About Luis Valle
As a Software and Machine Learning Engineer with a decade of experience, I specialize in building secure, modular, and user-focused systems across AI, cloud infrastructure, and LLM orchestration. I bring deep expertise in generative AI (RAG, prompt engineering, agentic workflows), computer vision, and cloud-native architecture—using tools like PyTorch, Kubernetes, and Terraform to scale complex systems for real-world impact.I’ve led full-stack AI initiatives from medical document classification and chatbot fine-tuning to multimodal vision pipelines for robotics and LiDAR, including production-grade LLM deployments with robust evaluation, semantic search, and error correction systems. I’ve also engineered automated, resilient cloud environments for both private and public sector applications—deploying AI pipelines with Terraform/Ansible across Kubernetes clusters.
Experience
Software and Machine Learning Engineer
Jan 2023 — Present · Charlotte, NC, US
Education
Robotics Institute - Carnegie Mellon University
Master of Science (MS), Robotics
2015 — 2017
University of Florida
Bachelor's degree, Mechanical Engineering
2011 — 2014
St. Petersburg College
Associate's degree, Mechanical Engineering
2009 — 2011
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