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Daniel Podrażka

Senior AI Engineer – Automated Code Refactoring System Development

POLAND flag
Warsaw, Poland
$100.00/hrIntermediateInternal Proprietary Tooling

Key Skills

Software

Internal/Proprietary Tooling

Top Subject Matter

Automated code refactoring
AI-powered programming
AI conversation memory

Top Data Types

TextText
AudioAudio
DocumentDocument

Top Task Types

Text Summarization

Freelancer Overview

Senior AI Engineer – Automated Code Refactoring System Development. Brings 6+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Arts, Heidelberg University (2022) and Technical College Diploma, Werner-von-Siemens-Schule (2016). AI-training focus includes data types such as Computer Code, Programming, and Text and labeling workflows including Computer Programming, Coding, and Text Summarization.

IntermediateGermanPolishEnglish

Labeling Experience

Project Creator – AI-Assisted Code Editing System

For the Editor MCP open-source project, I built a server that enables reliable AI-assisted code editing. The system features multi-step, verifiable editing workflows and syntax validation to support iterative improvement in code by language models. I implemented conflict detection, syntax validation, and granular access control for secure AI-driven editing sessions. • Built MCP protocol tools for function finding, reading, and editing in code files • Enabled syntax validation for Python and JavaScript/JSX • Developed multi-step editing for code reliability and AI integrity • Designed content ID verification and security for edit operations

For the Editor MCP open-source project, I built a server that enables reliable AI-assisted code editing. The system features multi-step, verifiable editing workflows and syntax validation to support iterative improvement in code by language models. I implemented conflict detection, syntax validation, and granular access control for secure AI-driven editing sessions. • Built MCP protocol tools for function finding, reading, and editing in code files • Enabled syntax validation for Python and JavaScript/JSX • Developed multi-step editing for code reliability and AI integrity • Designed content ID verification and security for edit operations

2025 - 2025

Lead Developer – AI Memory System and Summarization

TextText Summarization
For the Hierarchical Memory Middleware open-source project, I engineered an AI memory system that applies hierarchical compression to conversation data. This involved extracting relevant topics and summarizing conversations for downstream AI agents. I created multi-level compressed representations to overcome context limitations in language models. • Designed hierarchical compression architecture for extended conversations • Implemented TF-IDF topic extraction for summarization • Built model context protocol tools for memory access in AI agents • Maintained persistent, searchable storage of summarized conversation data

For the Hierarchical Memory Middleware open-source project, I engineered an AI memory system that applies hierarchical compression to conversation data. This involved extracting relevant topics and summarizing conversations for downstream AI agents. I created multi-level compressed representations to overcome context limitations in language models. • Designed hierarchical compression architecture for extended conversations • Implemented TF-IDF topic extraction for summarization • Built model context protocol tools for memory access in AI agents • Maintained persistent, searchable storage of summarized conversation data

2025 - 2025

Senior AI Engineer – Automated Code Refactoring System Development

As a Senior AI Engineer at Coderbotics AI, I developed prompt engineering strategies and workflows for automated code transformation. I focused on building an AI-powered system to refactor legacy codebases and provided context-aware coding suggestions. I integrated advanced AI models to deliver reliable, scalable code suggestions and transformations. • Designed unittests and feedback loops for code refactoring automation • Developed large-scale prompt engineering for code transformation • Delivered AI-integrated code recommendations to modernize legacy systems • Built custom coding workflows for systematic AI-guided refactoring

As a Senior AI Engineer at Coderbotics AI, I developed prompt engineering strategies and workflows for automated code transformation. I focused on building an AI-powered system to refactor legacy codebases and provided context-aware coding suggestions. I integrated advanced AI models to deliver reliable, scalable code suggestions and transformations. • Designed unittests and feedback loops for code refactoring automation • Developed large-scale prompt engineering for code transformation • Delivered AI-integrated code recommendations to modernize legacy systems • Built custom coding workflows for systematic AI-guided refactoring

2023 - 2023

Education

H

Heidelberg University

Bachelor of Arts, English Philology and Computational Linguistics

Bachelor of Arts
2017 - 2022
W

Werner-von-Siemens-Schule

Technical College Diploma, Information and Communication Technology

Technical College Diploma
2014 - 2016

Work History

P

Primal Funds

AI Platform Engineer

Warsaw
2025 - Present
4

42 Macro

Data Engineer / Data Scientist

Warsaw
2025 - Present