Renata Baldissara-Kunnela

7.1

@RenataBK

Software Tester and AI developer

Finland

AI Fluency Score

7.1/10

Assessed 4/3/2026

Velocity

HIGH

Legacy AI Cred score

This score uses an earlier AI Cred rubric. The dimension labels below match that rubric.

Prompt Mastery

7.0

out of 10

Technical Understanding

5.5

out of 10

Critical Evaluation

8.0

out of 10

Practical Application

7.0

out of 10

About

AI Developer and AI Quality Engineering specialist with 15+ years in enterprise systems (banking, insurance, integration-heavy environments). I build production LLM and agent solutions embedded into business workflows using structured prompting, RAG grounding, fine-tuning, and tool orchestration.

I also design reliability systems for modern AI: guardrails, fallback behavior, and automated evaluation (LLM-as-judge + rule-based checks) used for regression testing and continuous improvement. https://renata-resume.vercel.app/#enopens in a new tab

AI Wingman Summary

AI Generated

Generated 4/3/2026

Renata Baldissara-Kunnela is a Software Tester and AI Developer with 15+ years in enterprise systems spanning banking, insurance, and integration-heavy environments. She brings strong AI fluency to production-grade development, designing multi-agent orchestration architectures with specialized squads, structured quality gates, and signal-based async workflows. Renata builds layered verification infrastructure — including the ALMA memory system and Veritas trust framework — and has independently identified and designed solutions for the same-model review blind spot that most practitioners never recognize. Her critical evaluation instincts are particularly sharp: she distinguishes between structural validation and semantic validation failures, and maintains explicit human orchestration authority over strategic planning decisions. With HIGH learning velocity and dramatic skill evolution across tools including Claude Code, Cursor, and multi-provider fallback chains, Renata brings systematic engineering discipline to AI integration — helping teams move beyond experimentation toward documented, reliable, and scalable AI-powered workflows.

Work Experience

AI Developer & Quality Engineering (self-employed freelancer)

Latest

FriendlyAI - 02/2025 – Present

Production assistants and automation for customer support and lead generation; tracking and metrics in place; continuous improvement through evaluation loops.

API Tester / Quality Engineering

TietoEvry / Fennia - 09/2023 – 02/2025

Owned API quality for RAML/MuleSoft APIs (TestRail, Jira); built Postman automation and exportable evidence for release readiness; collaborated with developers and architects to resolve integration issues.

Senior Test Automation Engineer / Quality Engineering

Samlink Oyj - 01/2016 – 03/2023

Developed scalable test automation for banking-grade systems (Robot Framework + Python); built QA practices for integration-heavy service chains; ensured release readiness under strict reliability and audit requirements.

Links

Github

github.com/RBKunnela

linkedin.com/in/renata-kunnela-4002a726a/

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