Hybrid bnd

I am an Applied Artificial Intelligence expert specializing in building, optimizing, and deploying intelligent systems and custom AI agents into real-world products. Because I have a deep foundation in linear algebra, numerical methods, optimization, and advanced probability, I don't just use out-of-the-box solutions—I understand the mathematics behind the models. I focus on when theoretical assumptions hold, when they break, and how to ensure models remain reliable and accurate under noisy, complex, real-world conditions.
Whether you need to integrate smart agents into an existing app or build a system from scratch, I handle the entire lifecycle. My core offerings include:
- AI Agent & LLM Integration: Designing, guiding, and integrating custom Large Language Models and natural language processing pipelines directly into your business applications.
- Model Optimization & R&D: Researching and applying advanced techniques (like low-rank SVD schemes) to compress complex models, such as Transformers, optimizing them for the best accuracy, latency, and memory trade-offs.
- Advanced Predictive & Multimodal Systems: Developing specialized models for complex, real-world problems, ranging from anomaly detection and deepfake identification to multimodal data classification