Віктор

VIKTOR SKOBELIEV
AI Automation Engineer
Kryvyi Rih, Ukraine | [відкрити контакти](див. вище в блоці «контактна інформація») | [відкрити контакти](див. вище в блоці «контактна інформація»)
[відкрити контакти](див. вище в блоці «контактна інформація») | github.com/Viktor-Skobeliev

PROFILE
AI Automation Engineer with 2.5 years of hands-on LLM automation work and 6+ years in IT. I build dependable
workflows around language models: the model handles language and judgment, while calculations, validation and
business rules stay in tested code. Experience with n8n, Python services, APIs and end-to-end product delivery.

TECHNICAL SKILLS
LLM and AI systems: OpenAI API, Claude API, Gemini, OpenAI Realtime API, tool calling, structured JSON, prompt
design, RAG, LangGraph, pgvector, Chroma, model evaluation and output validation.
Automation and integration: n8n, Make, Zapier, REST API, webhooks, OAuth 2.0, Google Workspace API, Telegram
Bot API, Figma Plugin API, Postman, BPMN process modeling, FTP, retries, alerts and workflow documentation.
Software and data: Python, FastAPI, TypeScript, JavaScript, Next.js, React, SQL, PostgreSQL, Supabase, Pandas,
NumPy, Docker, Git, GitHub Actions, pytest, ruff and mypy.
Image processing: OpenCV, Pillow, ONNX Runtime, MobileSAM, U2Net (rembg), OKLab and CIELAB colour, Delta E
2000 matching, colour quantization and export pipelines.

PROFESSIONAL EXPERIENCE
AI Automation Engineer
Confidential digital services company (NDA), remote | January 2026 - July 2026
- Built a Figma to n8n to HTML email platform for five international iGaming brands. Developed a 2,700-line Figma
plugin and a deterministic HTML generator to replace inconsistent LLM assembly.
- Added a 44-case generator test suite, an offline Figma API simulator and HTML validation rules. Wrote a designer
guide that separated layout responsibilities from engineering fixes.
- Shipped an internal AI banner product with Next.js, TypeScript and Supabase: 21 typed API routes, roles, credits,
audit logs, generation history, export and content-aware cropping. Added end-to-end and SSRF checks.
- Designed an n8n estimation agent that turns briefs into scoped hour estimates. GPT-4o returns structured decisions,
while a JavaScript calculator uses an 83-tier rate card and is verified by 155 hand-checked cases.
Data Specialist (SQL)
Telecommunications industry, contract, remote | October 2024 - October 2025
- Cleaned and transformed telecom datasets with SQL, Python, Pandas and NumPy. Migrated PostgreSQL data to
cloud storage and automated repeatable preparation and ingestion work.
AI Automation Engineer
Independent contractor, part-time, remote | January 2024 - February 2025
- Owned client automations from process discovery and workflow design to launch and post-launch support. Connected
CRM, email, Google Workspace and Telegram services through n8n, REST APIs, webhooks and OAuth 2.0.
- Maintained and improved existing workflows: investigated failed executions, authentication and data-format errors,
updated integrations when APIs changed, and clarified business rules with stakeholders before changing logic.
- Built payment verification from inbound email using LLM extraction, field-level validation and human review for
uncertain cases. Low-risk transactions were confirmed automatically; the workflow reduced manual review by about
80%.
- Added input checks, retries, fallback paths, alerts and readable error states. Delivered eight automations using
OpenAI and Claude APIs, including competitor price monitoring, booking, scheduling and operational reporting;
documented workflows for handover and ongoing support.
System Administrator
Rudana TV and Radio Company, Kryvyi Rih | February 2019 - September 2024
- Maintained workstations, network infrastructure and broadcast systems for 50+ users: accounts, monitoring, hardware
diagnostics and day-to-day support.

SELECTED PROJECTS
All listed public repositories are pinned on GitHub. The SaaS repository is private until launch.
Craft-pattern SaaS | Own product, private repository | 2025 - present
Photo-to-pattern product built end to end: Python/OpenCV engine, FastAPI backend, Next.js frontend, PostgreSQL,
Docker, role-based admin, billing and PDF/SVG export. Perceptual colour matching (OKLab, Delta E 2000) across 28
thread-brand palettes; over 850 automated tests in CI.

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Inbox Triage | github.com/Viktor-Skobeliev/inbox-triage
LLM triage of free-form internal requests: schema validation with deterministic content checks, repair prompts and
explicit failure records instead of silent guesses. Over 200 tests, Docker and CI.
Lead Automation System Design | github.com/Viktor-Skobeliev/lead-automation-system-design
Technical design proposal, not a deployed system: 18 n8n workflow prototypes for a 130K+ lead platform across five
service lines, with batching, Supabase reporting views, deduplication, retries and dead-letter alerts.
Agentic RAG | github.com/Viktor-Skobeliev/agentic-rag
LangGraph question-answering system with relevance checks, cited answers and a self-check loop. Supports Chroma
and pgvector; 53 offline tests, an evaluation harness, strict mypy and CI.
Voice Agent Pizzeria | github.com/Viktor-Skobeliev/voice-agent-pizzeria
AI Engineer test assignment: voice ordering agent built with LiveKit Agents and OpenAI Realtime API. Calls menu, order
and status tools during a live conversation; 54 unit tests, 7 evaluation scenarios and CI.
Project Normandy XStitch | github.com/Viktor-Skobeliev/Project_Normandy_XStitch
Desktop predecessor of the SaaS: Python image pipeline for cross-stitch patterns using MobileSAM and U2Net
segmentation, colour quantization, thread estimation and PDF schematics. A two-agent audit (DataCritic and
VisionAnalyst) on a local Llama 3.1 reviews each pattern before export.

EDUCATION AND LANGUAGES
Master's Degree, Computer Systems and Networks, 2018
Ukrainian - native | Russian - native | English - B2 | Polish - basic

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