Irina white

Hi, I'm Irina White.

AI Engineer @ Neurons Inc. | Bridging Neuroscience & Machine Learning.
I build human-centered AI systems—from robust backend architectures to multimodal LLM pipelines and computer vision endpoints.

 

• • Data Science & Analytics
    My foundation is in math, classic statistics, and deep data analysis. Before deploying advanced ML, I rely on rigorous performance analysis and modeling to understand the why behind the numbers. It’s where data, intuition, and engineering meet.
  • Predictive ML & Vision
    Training and deploying models (YOLO, EfficientNet,SAM2) to predict ad memorability and detect human attention. I build vector embedding systems for visual similarity searches, turning complex neuroscience data into actionable visual insights.
  • GenAI & Scalable Backends
    Designing scalable API endpoints that bring experimental models into production. I architect multimodal LLM pipelines that generate creative outputs, combining LLM-based reasoning with my background in statistics to uncover deeper patterns.

"I believe in building human-centered intelligence. Systems should infer, reason, and guide—not just automate. For me, great AI feels almost invisible: quietly powerful, deeply contextual, and always designed with humans in mind."

#PromptEngineering #Multimodal LLMs #ComputerVision #EfficientNet #API #Benchmarking #GenAI