Ryan Witzman
AI Engineer & Computer Science Student
I engineer intelligent systems that solve complex problems. Specializing in RAG architectures, LLM fine-tuning, and production ML pipelines. Bridging the gap between academic research and real-world application.
01. Experience & Education
Engineered RAG systems and reranking models for an AI study assistant. Optimized retrieval pipelines to enhance contextual accuracy for thousands of students.
Completed foundational coursework in algorithms, data structures, and object-oriented programming principles.
Specializing in Machine Learning architectures and Software Engineering. Deep diving into model customization and algorithmic efficiency.
02. Selected Work
Aerial object detection model achieving 93% mAP@50. Optimized for drone surveillance of golf courses.
A decoder-only transformer trained from scratch to generate poetic structures. 17M parameters.
YOLOv11s model for digit extraction in high-glare environments. 99% Precision on vintage displays.