Ralitza Vozdolska
Principal Machine Learning Engineer | Deep Learning | Computer Vision | AI Product Development
- Role
- Principal Ml Engineer, Computer Vision and Ai at Decision Sciences Inc
- Location
- San Diego, CA, US
- LinkedIn followers
- 500 followers
About Ralitza Vozdolska
I am a Principal Machine Learning Engineer with 10+ years of experience driving innovation in computer vision, deep learning, and AI deployment. With a Ph.D. in Operations Research, I combine strong quantitative expertise with hands-on engineering skills to build and scale production-ready AI systems.My work spans semantic segmentation, object detection, generative AI, Vision Transformers, and multimodal learning, leveraging frameworks such as PyTorch, TensorFlow, and Keras. I have developed solutions that include diffusion models for synthetic data generation, self-supervised learning for improved efficiency, and Vision-Language Models (VLMs) for advanced image–text tasks.Beyond research and model development, I thrive in leading technical teams, guiding architecture decisions, and aligning AI initiatives with measurable business outcomes.Cool projects I have worked on: anomaly detection, image segmentation, age, and gender prediction.
Experience
Principal Ml Engineer, Computer Vision and Ai
Mar 2018 — Present
Education
Isenberg School of Management, UMass Amherst
Ph.D.
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