Загруженный файл CV

TECH STACK

Core
Python, FastAPI, Pydantic, Docker

LLM & Data Processing
HF Transformers, Ollama
RAG pipelines, Qdrant, Polars
PostgreSQL, SQLAlchemy

UI / Prototyping
Gradio, PySide6

Tooling
Git / GitHub
Ruff, uv
PyInstaller

Familiar / Learning
Rust (learning), SQL (basics)
HTML, CSS (basics)

System / OS (hands on):
Windows API (Win32, GDI - display/gamma control, global hotkeys)

3D Tech
Autodesk Inventor
ArchiCAD, PrusaSlicer

WORK EXPERIENCE

Software Developer

Independent Projects
06/25 Present

• designing and building simple application architectures in Python (API, data layer, processing) and LLM-based tools (local models, RAG, embeddings)

Selected Projects:

Lexory - LLM-powered Adaptive Grammar Tutoring Backend with RAG

• Architected a multi-container Docker Compose environment orchestrating FastAPI (Swagger UI), Qdrant vector store, PostgreSQL, LanguageTool, and Ollama.
• Designed hybrid retrieval pipeline with 2-step deduplication to optimize storage and reduce redundancy; uses Qdrant client and local LLM for offline processing.
• Configured CPU-only PyTorch via uv so installs runnable on systems without GPU.

MP3VG - PySide6 Desktop App for Generating Bilingual Audio
(Repository is private due to active commercial development. Source code can be shared during the interview process upon request)

• Converts paired items into structured MP3 using gTTS, FFmpeg, and pydub.
• Implemented configurable playback and language sequencing and pause control.

Chat on Gradio - Local LLM Chat Interface with Model-aware UX

• Designed layered architecture to separate UI, orchestration, and inference logic for maintainability and extensibility.
• Designed modal-free inline confirmation flow for destructive actions, and implemented UI-state filtering to exclude non-conversational messages from model context, reducing prompt pollution and mitigating hallucinated responses.

Technical Systems Strategy Coordinator

Riocath Research Institute, a.s.
04/19 - 05/26 | Remote

• Coordinated cross-functional R&D processes for medical device projects.
• Designed a modular exhibition system. Project Presentation 09/19 on DemoDay ACCON ACCelerator.

R&D Systems Researcher

Riocath Global, a.s.
01/18 - 04/19 | On-site

• Conducted technical research for innovative medical devices; designed and built functional prototypes using tools such as Autodesk Inventor and 3D printing technologies.

Technical Implementation & Systems Integration

Riocath Medical Devices, a.s.
11/17-01/18 | On-site

• Managed the integration of cross-domain technical standards into the medical device production cycle.

EDUCATION

BCA in Intermedia | Art & Design Institute, Prague | 2014-2018

SOFT SKILLS

• Analytical and system thinking
• Ability to work without predefined solutions or clear specs
• Rapid prototyping and experimentation
• Continuous learning mindset

LANGUAGES

• Russian - C2
• English - B2
• Czech - C1

Language levels:

• Russian (5/5)
• English (4/5)
• Czech (3/5)