Dmitry Lebedev
Chief Cloud Engineer - Ml Ai at Basware
Based in Helsinki, Finland
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Seniority
Director
Department
Other
Location
Helsinki
Industry
Software Development
Company size
1.7K
Contact information
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d•••••••@basware.com
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Background
About Dmitry Lebedev
ML/AI research engineer, generalist programmer with mathematical background, full-stack Web developer. Currently, technical lead of Basware SmartPDF AI project. My team is working on AI-based invoice data extractor capable of learning from single example and reaching the human-level accuracy. Specialization- Supervised and unsupervised image segmentation (UNET)- Learning part-whole hierarchy of image (GLOM)- Generative 2D grammar parsing (2D-SCFG)- Contrastive learning (Barlow Twins, BYOL, DINO)- Visual transformers (ViT)- Advanced clustering ("Chinese room", 400K clusters out of 15M samples)- One-shot continual learning (ML models of episodic memory)- Anomaly detection in training data (Data cleansing)- MLOps Web app development (Data versioning and valorisation)- Root cause analysis of prediction mistakes (ML explainability)
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