Filipp Tereshchenkov Email & Phone Number

Russia

• Computer Vision Team-------------------------
• Developed projects for industrial partners: detecting, counting and tracking movements of objects and people, monitoring production cycle times, capturing violations of personal protective equipment, and more.
• Developed a license plate recognition algorithm with an accuracy of over 99% in diverse weather conditions. Successfully applied the algorithm for recognizing other identifiers.
• Developed a road traffic statistics collection system with primary functions including analyzing traffic patterns, detecting violations, and evaluating road capacity.

• Credit Scoring Team---------------------
• Built models to solve fintech tasks, including credit scoring, income level prediction, fraud detection, and building customer embeddings for banks and other financial institutions.
• Developed a link prediction algorithm to enhance information about client's communication group that resulted in an increase in scoring model metrics ranging from 2 to 4 %.
• Implemented into the pipeline capability to train models using additional scores, that increasing scoring model metrics ranging from 2 to 5 %.

• Collection Department-------------------------------
• Developed parsing systems for extracting information from scans and text-based bankruptcy court decisions, resulting in a reduction of 120 personnel required for the job.
• Built models to forecast employees' performance indicators at the end of each month, enhancing transparency in the bonus system and improving overall plan completion.
• Designed an algorithm for call list optimization to increase the number of successful calls to debtors.
• Implemented an anomaly detection algorithm for detecting anomalies in employees' SQL queries to prevent data theft.

Магистр

Бакалавр