Maxim Afanasyev Email & Phone Number

Russia

Moscow, Russia

Creating in-house LLM and information retrieval system, setting up synthetic data generation models and pipelines.

Leading a team that creates common company-wide NLU instruments such as Information Retrieval System, in-house LLM along with synthetic data generation pipelines, automatic answer validation models, custom benchmarks.Lead a team that creates an assistant for bank users and a team that integrates LLM into various company processes and products

Moscow, Russia

I've * mentored an intern Data Scientist;* spoken about our call recognition system at the DUMP 2022 conference;* pre-trained from scratch, fine-tuned, optimized for inference and deployed to production wav2vec2.0 speech recognition model;* designed and created an automatic CV scoring ML system with hierarchical transformer and GBDT models under the hood;*.

Yekaterinburg, Sverdlovsk, Russia

I've:* made an automatic call recognition system including: system design, ASR model (voice activity detection + wav2letter + KenLM), asynchronous Kubernetes service that automatically pulls calls/processes them/pushes recognized data to Data Warehouse, CI/CD and Grafana monitoring for the system;* trained DALL-E model for icon generation from scratch;*.

Yekaterinburg, Sverdlovsk, Russia

I've:* upgraded previous solution for bank payments classification and span extraction system by training, evaluating & replacing the old model with BERT;* performed some data analysis using SQL and tools like Pandas, Plotly and Matplotlib;* worked on scoring GBDT (CatBoost) model that predicts probability of opening an account by non-client;* worked on a.