konzox

Software and AI development for healthcare. Implemented advanced ML pipelines for patients’ risk assessment (medical adherence, appointment skip risk etc), created models for doctors’ performance assessment and optimization of reimbursement scheme for hospitals, utilized data-driven methodologies (DL/ML) to optimize disease prediction models, mortality prediction, which enhanced automatic diagnostic accuracy by up to 65% for certain diseases, developed a patient prioritization/recommendation model (from scratch) that ranks patients based on their health and behavioral characteristics and optimizes healthcare pipelines.

Fintech, Venture Capital Advisory. Designed and tested ML pipeline for venture investment process (“unicorns” early detection).

Software and AI development for online trading in Forex and other financial markets. Organized AI and ML processes from scratch, implemented workflows leveraging advanced algorithms (Transformers, ONNX) to enhance efficiency and accuracy, optimized SEO for the Trading community forum (70K+ pages) implementing cut-edge transformer models leading to a 7% increase in search results, adapted Machine Learning algorithms for trading and successfully integrated translation systems into the existing infrastructure, built a high-performing team of 3 ML Engineers, developed a recommendation system (from scratch) for a traders’ marketplace that utilizes their financial history and their activities on the portal.

The largest bank in Russia and one of the leading financial institutions in Europe. Created AI models for HR chatbot allowing 300K employees to use HR services online (lead time dropped by 15%), developed a CV – JD matching system (speeding the recruitment process by 13% on average).