Open to opportunities

Katy Radzkova

@katyradzkova

Message

I automate regulated business processes with AI, data, and full-stack engineering.

Netherlands

Message

What I'm looking for

I'm looking to build practical AI and data solutions that automate complex processes, particularly in regulated environments where governance, compliance, traceability, and reliable decision-making matter.

I'm automating internal processes at PwC Netherlands with AI-based solutions that improve consistency while supporting governance, control, and regulatory workflows. Previously at FMO, I automated FRTB report generation with Python and Azure DevOps, reducing report preparation time by 90%.

I've also built and deployed a full-stack platform with Spring Boot, React, PostgreSQL, and Docker. My MSc work in Data Science & AI focuses on neuro-symbolic decision-making that combines LLMs and symbolic reasoning for reliable, traceable outcomes.

Experience

Work history, roles, and key accomplishments

Current

Graduate Intern

Current

PwC Netherlands

Jan 2026 - Present (8 months)

Automating internal processes using AI-based solutions to reduce manual effort and improve consistency. Supporting optimisation of governance, control, and regulatory workflows.

AI Process Automation Governance Compliance Regulatory Reporting

Cross Functional Intern, Risk Department

FMO N.V.

Apr 2025 - Oct 2025 (6 months)

Automated FRTB report generation using Python and Azure DevOps, reducing report preparation time by 90% through pipeline automation. Improved repeatability, controls, and audit readiness of regulatory reporting.

Python Azure DevOps Automation Regulatory Reporting

Full Stack Developer

Smart Phuket Investments

Mar 2025 - Jun 2025 (3 months)

Built and deployed a full-stack web platform using Spring Boot, React, PostgreSQL, and Docker. Designed scalable backend services and production-ready workflows.

Spring Boot React PostgreSQL Docker Full Stack

Teaching Assistant

University of Twente

Apr 2023 - Nov 2023 (7 months)

Supported 100+ students across multiple Computer Science modules. Provided tutoring, grading, and technical guidance.

Teaching Tutoring Grading

Education

Degrees, certifications, and relevant coursework

Eindhoven University of Technology

Master of Science, Data Science & AI

2024 -

Pursuing an MSc in Data Science & AI with a major in AI & ML and Data Analysis. Thesis focuses on a neuro-symbolic framework for translating natural language into verifiable constraint-based decisions.

University of Twente

Bachelor of Science, Technical Computer Science

2021 - 2024

Earned a BSc in Technical Computer Science with a minor in DS & AI and Intelligent Embedded Systems. Thesis developed a Green AI approach to credit risk assessment in alternative financing.