Doświadczenie zawodowe:
Lead backend developer, FreeSolutions
Oct 2023 - Present
Vision based visitor counter (ongoing) Python FastAPI Rust Linux ARM Docker
- Implemented RUST benchmarking for detection-tracking based visitor counting system;
- Designed a complete software set for multifunctional dedicated system;
Service for automatic speech recognition of phone calls Python FastAPI Rust PostgreSQL
- Organized the collection of training data for fine-tuning the Whisper model for the specifics of conversations;
- Implemented Whisper fine-tuning with CUDA;
- Designed a REST service and integration with 1C for uploading and processing audio files;
- Overseen a junior developer implementing said service;
Backend developer, FreeSolutions
Sep 2022 - Oct 2023
Elimination of duplicate nomenclature entries Python Numba OpenAI API
- Organized the collection of training data for fine-tuning GPT model;
- Implemented entry name normalization with fine-tuned GPT models;
- Implemented fastText model training for string vectorization;
- Developed an algorithm for dynamic clustering of similar names;
Integration of ZKTeco access control equipment into 1C Rust Actix Inno Setup
- Implemented ZKTeco HTTP protocol in the form of a compact server based on Actix;
- Designed API and implemented the client part for 1C configuration;
- Developed an installer and user documentation;
1С Developer / Internal tools, FreeSolutions
Apr 2022 - Sep 2022
- Developed 1C subsystems (linked documents, reports, data process
Edukacja:
Saint-Petersburg, ITMO, Intellectual robotics
Umiejętności zawodowe i inne:
Rust, Applied ML
Dodatkowo:
Looking for a work anywhere, preferably remote
