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Svyatoslavpech/README.md

Hi, I'm Sviatoslav (Slav) Pechenevskyi 👋

AI QA Engineer · LLM Evaluation Specialist · Implementation Consultant

I build quality assurance systems for Generative AI — from evaluation frameworks for enterprise deployment validation.


🎯 What I Do

  • LLM Evaluation & Validation — behavioral testing, output quality scoring, safety, and bias assessment for large language models
  • AI Implementation Consulting — requirements-to-deployment pipelines for enterprise AI systems (IBM Watsonx, Healthcare AI)
  • Automated QA Engineering — Python-based test automation, regression frameworks, edge case detection for AI outputs
  • GRADE Framework — author of a structured methodology for grading and evaluating generative AI model outputs

🏗️ Featured Projects

🤖 IBM Watsonx Healthcare AI Lab

Post-Discharge Patient Care Agent built with IBM Watsonx.
Stack: watsonx.ai · watsonx Assistant · PostgreSQL/DB2 · Node.js · Flask · React · MLflow · Tableau
Role: Full delivery cycle — research design, KPI dashboards, conversation flows, escalation logic, and MLflow performance tracking.

📊 Cisco Network Dashboard (Sextant)

Locally-hosted single-page application for IP and latency metrics.
Designed for field technicians. Built with React.

🌐 Portfolio — Wilmington University

Full-stack web development portfolio:
JavaScript · Database Foundations · Mobile App Development · Web Design & Development


🛠️ Tech Stack

AI / ML: IBM Watsonx · MLflow · LLM Evaluation · Prompt Engineering
Languages: Python · JavaScript · C# · HTML/CSS
Frameworks: React · ASP.NET Core MVC · Entity Framework Core
Databases: PostgreSQL · DB2 · SQL
Tools: Git · Tableau · Power BI · Enterprise Design Thinking
Domains: Healthcare AI · QA Automation · Data Quality


📌 About Me

📍 Boise, Idaho, USA
🏆 Idaho CTE AI Panel Speaker — July 2026
🔗 LinkedIn


Open to AI QA roles, LLM evaluation contracts, and implementation consulting engagements.

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  1. Svyatoslavpech Svyatoslavpech Public

    AI QA Engineer · LLM Evaluation · GRADE Framework · IBM Watsonx · Healthcare AI · Boise Idaho