Skip to content
View cndfdv's full-sized avatar

    Highlights

    • Pro

    Block or report cndfdv

    Block user

    Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

    You must be logged in to block users.

    Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
    Report abuse

    Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

    Report abuse
    cndfdv/README.md

    Hi there, I'm Arsenii 👋

    LLM / AI Engineer. Я строю системы вокруг языковых и мультимодальных моделей: RAG над документами, агентов и MCP-серверы, дообучение под русский язык и inference-сервисы, которые держат нагрузку на CPU.

    🎓 Education

    • Student — Faculty of Artificial Intelligence, Peoples' Friendship University of Russia (PFUR)

    💼 Experience

    • Internal Software Development Specialist — Rosseti Scientific & Technical Center · 05.2026 — 09.2026
      Микросервисы на FastAPI и PostgreSQL, RAG над организационными документами, inference-сервисы на CPU, сервисная авторизация и версионированные миграции.
    • Laboratory Assistant — Artificial Intelligence Laboratory, PFUR · 11.2024 — 05.2026
      Прикладные ML/LLM-проекты лаборатории, дообучение мультимодальных моделей, синтез и клонирование речи, разработка учебных материалов.

    🌐 Socials:

    Telegram Badgeemail

    💻 Tech Stack

    PythonLangGraphLangChainTransformersHugging FacePyTorchVector DatabasesFastAPIPydanticOllamavLLMDockerApache AirflowSQLPostgreSQLOpenCV

    📊 GitHub Stats:

    GitHub stats

    Top Langs

    GitHub Streak

    🔝 Top Contributed Repo

    Pinned Loading

    1. llava-gemma-lora-rullava-gemma-lora-ruPublic

      LoRA fine-tuning of the LLaVA-Gemma-2B vision-language model for Russian: full pipeline from data loading to benchmark evaluation

      Jupyter Notebook

    2. ai-lectorai-lectorPublic

      Lecture analysis service: audio transcription, LLM summaries, mind maps, self-check questions, podcasts and RAG search over a lecture base

      Python

    3. docflow-ragdocflow-ragPublic

      RAG over organizational documents: orders and meeting recordings ingested via Telegram, summarized for human approval, then structurally chunked and indexed for hybrid dense+BM25 search

      Python

    4. hse-courseworkhse-courseworkPublic

      Anonymized HSE coursework archive: large-scale machine learning, time series analysis and distributed data processing on Hadoop and Spark

      Jupyter Notebook

    5. metro-visual-ragmetro-visual-ragPublic

      Photograph a metro station detail, get its story back: CLIP image embeddings, FAISS nearest-neighbour search with per-class score aggregation, served by a Telegram bot

      Python

    6. ml-inference-servicesml-inference-servicesPublic

      Three standalone CPU inference microservices — ASR (GigaAM), text embedder and OCR — FastAPI with a single queued worker, lazy model loading and idle unload

      Python