Ihor

IHOR KOSTYNIUK
AI AUTOMATION ENGINEER
AI Automation Engineer with over 1 year of hands-on experience deploying AI solutions
in real business environments. Proven track record in automation platforms (n8n, Make),
API integration, and applying AI/ML in business workflows. Passionate about embedding
AI into core operations to drive measurable business impact across departments.

WORK EXPERIENCE
CONTACT

[open contact info](look above in the "contact info" section) AI Transformation Engineer October 2025 - Present
[open contact info](look above in the "contact info" section) PICHE, LTD
Odesa, Ukraine Designed and implemented company-wide strategies for integrating AI into core
business operations, increasing process efficiency by 35%.
Partnered with accounting, procurement, and operations teams to identify automation
SOCIALS opportunities using n8n and Make.
Applied machine learning models and LLMs (OpenAI, Gemini) to automate document
t.me/koss_flow... processing and internal queries.
[open contact info](look above in the "contact info" section) Managed seamless integration of AI tools into existing infrastructure using API and
Docker-based deployments.
[open contact info](look above in the "contact info" section)
Monitored AI system performance and optimized workflows, reducing manual tasks by
portfolio.kossflow.space/... 50%.
Advised internal teams on AI adoption, leading to a 3x increase in automation
initiatives.
KEY SKILLS Organized and led internal AI workshops, improving AI literacy across 5+ departments.
Integrated cloud-based AI services (AWS, GCP) to scale automation pipelines.
n8n Make Zapier

OpenAI API Google Gemini API

Pinecone
AI Automation Engineer January 2024 - September 2025
Retrieval-Augmented Generation Self-Employed
(RAG)
Developed and deployed AI chatbots using RAG architecture (n8n + Pinecone +
Google Sheets Airtable OpenAI/Gemini), reducing customer support load by 40%.
Telegram API API Integration Automated lead generation and qualification workflows using Make and Airtable,
increasing conversion rates by 25%.
Webhooks JSON Docker
Integrated Telegram, email, and web forms into unified automation pipelines via API
Linux Python and webhooks.
Configured and maintained n8n instances on Linux servers with Docker, ensuring
Cloud Platforms: AWS, Azure, GCP
99.9% uptime.
Strong communication skills Implemented scalable API integrations to connect CRMs, databases, and messaging
platforms.
Cross-departmental collaboration
Built LLM-based assistants for internal knowledge retrieval using PDF and FAQ
Workflow automation ingestion.
LLMs: ChatGPT, Claude Collaborated with cross-functional teams to align AI tools with business goals and
KPIs.

LANGUAGES

English B2 - Upper Inter
EDUCATION
Ukrainian C2 - Proficient

Russian Native
Marine Engineer June 2021
Odessa National Marine University
COURSES

AI Automation: Build LLM Apps & AI Agents with n8n & APIs January 2025
Arnold Oberleiter, Udemy

Automation #withMake September 2024
Web3nity

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