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Open to AI/ML & automation opportunities
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Open to AI/ML & automation opportunities

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iceflux/README.md

English | Русский

Hi, I'm Pavel

AI & Automation Developer

11+ years in IT. I build automation with Python, JavaScript, RPA and LLM-based services. Now I'm switching my focus to Machine Learning and AI development.

About me

  • I worked as a systems engineer and RPA developer/analyst
  • I deployed local LLM servers (Llama, Mistral, Qwen, Gemma, DeepSeek) in production
  • I built API integrations: GigaChat, 1C, Bitrix24, Telegram Bot API
  • Now I study neural networks: CV, NLP, RAG systems
  • I like automation: any manual task is a candidate for a script

Now learning

  • Neural networks course: Computer Vision, NLP, time series, reinforcement learning
  • RAG pipelines: hybrid search, reranking, knowledge graphs
  • ML fundamentals: sklearn, XGBoost

Skills

Fundamental

  • OS: Linux, Windows Server
  • Networks: MQTT, TCP/IP, LoRaWAN
  • Databases: SQL, PostgreSQL, MySQL, SQLite

Applied

  • Python: pandas, numpy, scikit-learn, XGBoost
  • LLM: OpenAI API, GigaChat API, embeddings, RAG
  • RPA: PIX, UiPath, SaluteRPA
  • Automation: n8n, Tesseract OCR, web scraping
  • Bots: aiogram 3, Telegram Bot API
  • JavaScript: Chrome extension development
  • Git

Projects

NLP / RAG

Project Description
neiro_sotrudnik_44fz_rag_agent RAG agent for Russian public procurement law (44-FZ): hybrid search, HyDE, reranking, knowledge graph
knowledge-base-olympics-2022-bot Telegram bot: embeddings search + GPT answers over a knowledge base

Data Science

Project Description
churn_prediction Customer churn prediction with XGBoost: EDA, feature importance, business insights

AI applications

Project Description
android_flutter_aichat Chat app for OpenRouter.ai (Flutter, Dart): PIN auth, SQLite, APK builds on GitHub Actions
android_flet_aichat Same app in Python (Flet): two implementations of one product

Automation

Project Description
python_quiz_12_5_bot Telegram quiz bot: aiogram 3, async, SQLite stats
Chrome extensions Colab automation, link copying
pix_gpt_copyright RPA robot (PIX Studio): news parsing -> ChatGPT translation -> image generation -> Word -> Telegram
pix_bank_guarantee RPA robot (PIX Studio): IMAP forms -> Excel validation -> bank web form -> notifications (Telegram/email/LAN/PostgreSQL)
uipath_bitrix24_lead_manager RPA robot (UiPath): Bitrix24 leads via REST API, Excel reports
android_callstopspam Android app (Java, API 16+): auto-rejects unknown calls, airplane mode scheduler

GitHub Stats

GitHub stats Repos per language Most commit language Streak stats

Contacts

I'm open to collaboration on interesting AI projects and business process automation.

Pinned Loading

  1. neiro_sotrudnik_44fz_rag_agent neiro_sotrudnik_44fz_rag_agent Public

    RAG agent for Russian public procurement law (44-FZ): hybrid retrieval, HyDE, reranking, knowledge graph, hallucination guardrails

    HTML

  2. churn_prediction churn_prediction Public

    Customer churn prediction with XGBoost (79.6% acc): EDA, feature importance, business recommendations

    Jupyter Notebook

  3. knowledge-base-olympics-2022-bot knowledge-base-olympics-2022-bot Public

    Telegram RAG bot: embeddings search + GPT answers over a Winter Olympics 2022 knowledge base

    Jupyter Notebook

  4. python_quiz_12_5_bot python_quiz_12_5_bot Public

    Telegram quiz bot on aiogram 3: 10 Python questions, inline keyboards, SQLite stats

    Python

  5. android_flutter_aichat android_flutter_aichat Public

    AI Chat Flutter - chat app for OpenRouter.ai and VseGPT.ru with PIN auth

    Dart

  6. android_flet_aichat android_flet_aichat Public

    AI chat app in Python (Flet) for OpenRouter.ai: PIN auth, SQLite history, token analytics, APK builds on GitHub Actions

    Python