Kseniia Terekhova Email & Phone Number

Yerevan, Armenia

Research and development on deep learning algorithms for speech enhancement, noise cancellation, echo dereverberation.

Ереван, Ереван, Армения

• Research and development on neural networks transformations for TinyML analog chip.• Extended functionality of internal conversion tool that allowed to cover broader set of neural network architectures, including partners’ models for Voice Activity Detection and Speech Enhancement, along with Google DS-CNN model for Keyword Spotting.• Completed a number of developer’s tasks for enhancements of product pipelines and model production-readiness evaluation.

Москва, Москва, Россия

• Conducted research on FP8 quantization-aware training on NPU chip using newly-proposed floating-point type.• With accordance to the deadline set by hardware manufacturer ensured that zero-shot model CLIP can be trained with no more than 0.5% target metrics drop.• Contributed some fixes that helped to improve metrics for both CLIP and image classification models such as ResNet, MobileNet, EfficientNet etc.

Москва, Россия

- Implemented a number of features for vendible products and services (MyKaspersky, Kaspersky SafeKids, Kaspersky Password Manager, Kaspersky VPN), including design of middle-sized areas of functionality.- Used best practices of software engineering to provide the code quality suitable to work in 24/7 production environment with 99.9 SLA and millions of customers.- Collaborated with wide range of professionals to build up infrastructure of MyKaspersky service from initial stages till operational state.

Москва, Россия

Developing services for one of the biggest Russian telecom companies (MTS). Accomplished tasks that required high debbugings skills (including in-mind), careful modification of legacy codebase and management of multiple environments and branches.

Москва, Россия

Developing document flow applications including post-processing of text recognized by OCR; services for scientific and government organization.