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VitaliyHrushevich/README.md

🚀 Building Autonomous AI Systems at Scale

Junior+ ML Engineer | AI Agent Architect | Infrastructure Observability

Python PyTorch SQL Docker

🧠 Core Expertise

  • AI Agents & LLM Orchestration — Autonomous systems (ReAct logic, Tool-calling, Ollama)
  • ML Engineering — Computer Vision pipelines, Anomaly Detection, Feature Engineering
  • Statistical Analytics — Automated A/B testing validation, P-value auditing
  • Production ML — Persistence layers (SQL), Streamlit dashboards, Robust Path Handling

🔥 Featured Projects

  • DeepWatch Sentinel — Autonomous LLM agents for real-time infra monitoring via SQL reasoning.
  • StatGuard-Metric — Scientific A/B testing engine with adaptive T-test/Mann-Whitney selection.
  • DeepWatch-Engine — Big Data Monitoring system for high-precision anomaly hunting.
  • AI-Nutri-Lens — Multimodal CV + Local LLM (Ollama) for food safety insights.

💼 Seeking High-Impact ML Roles | 📧 Get in touch

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Popular repositories Loading

  1. ai-nutri-lens ai-nutri-lens Public

    AI-powered multimodal nutrition analyzer. Integrates Computer Vision (EasyOCR) with local LLM reasoning (Ollama/Llama 3) to transform complex food labels into structured health insights. Engineered…

    Python

  2. deepwatch-engine deepwatch-engine Public

    High-precision anomaly detection engine for infrastructure observability. Leverages Isolation Forest to identify system outliers in real-time telemetry with focus on F1-Score and robust data scaling.

    Python

  3. statguard-metric statguard-metric Public

    Automated statistical auditing suite for A/B testing and metric validation. Implements adaptive hypothesis testing (Shapiro-Wilk, T-test, Mann-Whitney U) with automated P-value and Lift calculation…

    Python

  4. deepwatch-sentinel deepwatch-sentinel Public

    Autonomous AI Orchestrator that bridges infrastructure monitoring with LLM reasoning. Uses Ollama & ReAct logic to perform real-time SQL analytics and provide proactive system reliability verdicts.

    Python

  5. VitaliyHrushevich VitaliyHrushevich Public