Pavel Severilov Email and Phone Number

- Managing and leading team of 5 data scientists- Projects: client support, client feedbacks, AI-chatbot & speech bot assistants- Key technologies: python, FastAPI, Pytorch, transformers, LLM, RAG, ASR- Key results: 4+ projects in production from scratch

Making course from scratch "Audio in Deep Learning": reading lectures, course organization.

Key products: AI chatbot & speech bot for tech support, speech analytics

• Fully developed new NLP&CV algorithms in production to automatically process documents (insurance claim, agreements etc.)
 • Managed ML developing processes for clients with total $500k ARR, helped in developing API, researched modern approaches in NLP • Communicated with business clients to achieve their needs in our products, implemented from scratch 6 MVPs solutions for them

ML&DL consulting and validating results for R&D team in developing novel ML signal-processing methods

• Co-created a novel NN method for trajectory estimation of a person and activity classification using phone sensors signals• Conducted different DL research for big tech companies (Huawei, Samsung etc.), wrote technical reports, proposals for new projects• Was fully responsible for data preprocessing, fully supervised junior researcher, performed team project management

• Researched novel RL methods, • Developed new DL models with RL for e-commerce

• Managed internal processes of organization• Conducted classes• Created homeworks and materials for classes