My Expertise

Specialized in developing cutting-edge AI solutions with a focus on Generative AI and Computer Vision. Leading research and development of enterprise-scale AI applications that drive business value.

Computer Vision & Deep Learning

PyTorchObject DetectionSegmentationTransformersSOTA Architectures

Specialized in developing cutting-edge computer vision solutions, particularly in damage detection and document processing. Expert in implementing and optimizing SOTA architectures, with demonstrated success in boosting model performance through innovative techniques like two-step transfer learning and gradient accumulation.

Large Language Models & RAG

RAGLLMsMLLMsMistralGPTEmbeddings

Leading R&D in RAG infrastructure and LLM applications. Expert in fine-tuning and optimizing open-source models for specific business needs, with focus on efficiency and performance.

MLOps & Production AI

AWSAzureDockerCI/CDSlurmGPU Optimization

Experienced in deploying and scaling AI solutions across cloud platforms. Strong focus on performance optimization and efficient resource utilization.

Data Science

PythonStatistical LearningTime SeriesData AnalysisVisualization

Transforming complex data into actionable insights using statistical and machine learning approaches.

Research & Innovation

AI ResearchSOTA ImplementationTechnical LeadershipInnovation

Leading research initiatives and implementing latest academic breakthroughs in production.

Innovation & Entrepreneurship

Product StrategyTechnical LeadershipMVP DevelopmentBusiness InnovationTeam Building

Experienced in transforming technical innovations into business value. Track record of founding and leading technical initiatives from concept to implementation.

Technical Consulting

Solution ArchitectureAI StrategyTechnical AdvisoryEnterprise SolutionsDigital Transformation

Helping organizations leverage cutting-edge AI technologies to solve complex business challenges. Focus on practical, scalable solutions that deliver measurable value.