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INNA KUZMINSKA
Automation / Integration Specialist
Ukraine · Remote · English B2 · n8n · Make · REST API · JSON · Python

SUMMARY
Technically-minded automation builder with hands-on experience designing end-to-end workflows that connect APIs,
transform data, and remove manual work from business processes. I've built production automations integrating LLM
APIs, REST endpoints, webhooks, and structured data pipelines - across recruiting operations and a live AI product I
built from zero. I think in systems: when a process is manual and repeatable, I see exactly where it should be
automated, and I build it to hold up in production, not just in a demo.
EXPERIENCE
Founder & Automation Builder - Orientyr - AI Career Guidance Platform · 2026 - Present
•​ Designed and built a multi-step automation pipeline in Make connecting form submissions, LLM API calls
(Claude), and Supabase data storage — directly transferable to e-commerce order/inventory automation.
•​ Integrated REST APIs end-to-end: structured request/response handling, JSON parsing, and error handling for
failed or malformed responses.
•​ Owned the full technical stack solo - API integration, automation logic, data layer, no-code frontend - shipped a
live product.
Talent Acquisition - Empat Tech · July 2025 - Present
•​ Built and maintained candidate data pipelines - structured data entry, validation, and funnel tracking across
multiple sourcing channels.
•​ Designed n8n/Make automations for candidate data flow and profile enrichment, reducing manual data entry and
improving data consistency across systems.
•​ Worked daily with structured data formats (CSV, spreadsheets, JSON exports) - filtering, transforming, and
reconciling data from multiple sources into a single coherent view.
Business Analyst / Project Manager - iSolar · Nov 2024 - June 2025
•​ Built automated KPI dashboards and reporting pipelines (Power BI, Excel), integrating data from multiple tools
into a single reporting layer - reduced manual reporting time by 25%.
•​ Designed structured data workflows connecting project management tools, data sources, and reporting outputs
into one coherent system.
•​ Conducted root-cause analysis on process bottlenecks; translated business needs into clear technical requirements
for engineering teams - the same translation skill this role calls for.
RELEVANT PROJECTS
AI CV Screening Automation - End-to-end n8n workflow: form intake → file extraction → REST API call to LLM
→ JSON parsing → conditional routing → automated email + Slack notification. Built with proper error handling and
data validation at each step.
Sourcing Hypothesis Generator - Automation that takes a role description as input, calls an LLM via REST API,
and parses structured JSON output into multiple records — demonstrates working with dynamic JSON schemas and
splitting AI-generated structured data into individual database/sheet rows.
Customer Churn Prediction Pipeline - Python (Pandas) data pipeline: cleaning, feature engineering, and structured
reporting — comfortable working with tabular data, attributes, and transformation logic at scale.
TECHNICAL STACK
Automation: n8n · Zapier · Google Apps Script · Webhooks
APIs & Data: REST API · JSON · Webhooks · OAuth basics · Structured outputs
Data & Analytics: Python (Pandas, NumPy) · PostgreSQL, MySQL, Microsoft SQL Server · Power BI · Excel · ML
Basics
AI / LLMs: Claude API · OpenAI API · Prompt engineering · Structured JSON output
Infrastructure: Supabase · GitHub · Notion · Jira
EDUCATION
Master's - Computer Science & Innovation Engineering
Science Entrepreneurship Technology University · Oct 2025 – Present
Bachelor's - Computer Engineering, Khmelnytskyi National University
Diploma: Computer network with access control. Research papers on neural networks and AI in education.
Additional: NGO leadership (2022–2025) · Teen mentoring (2024–Present) · 3× Erasmus participant