Mikhail Akulov

Fully responsible for the development and support of the Airimp communication module, integral to Sirena GDS (50 million airline bookings annually) and Leonardo (major airline inventory system).

Built a team, conducted in-depth business process analysis, and delivered a project that increased the efficiency of a core production process by 10% at Mr. Doors, a major furniture manufacturer.

Developed a real time audio processing service for noise cancellation, leveraging neural networks from Nvidia Maxine SDK. Used by Jazz – video call service with 400 000 monthly users.

• YCombinator alumni (W20). • Was part of the data science team for Docr - text recognition service for documents. • Improved quality of models: OCR, field segmentation, document detection and classification, word segmentation (Craft model). • Added support for a substantial amount of new documents and integrated new clients. • Improved post-processing module, significantly increasing resulting accuracy. • Enhanced integration with the human-in-the-loop system for manual labeling of complex documents.

• Developed a multi-label classification model for facial attribute recognition from images, achieving near state-of-the-art accuracy on the CelebA dataset. • Developed an age detection model from images, which was showcased at conferences as part of the company's product line. • Improved core training software used in the company's primary project. • Consulted the R&D department on metrics and data analysis.

• Implemented new features and provided support for the corporate ERP system (Oracle e-Business Suite) as a business analyst in the Supply Chain Management department. • Supported the SCM system (Oracle Demantra) in the early production stage after initial implementation.

• Engaged in implementation of a custom supply chain management solution based on Oracle products at Leroy Merlin. • Conducted integration tests of the system. • Implemented a suite of tools in C# integrated with MS Excel, increasing testing team efficiency by several times. • Engaged in market research for regional fashion retail in e-commerce.