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Katarzyna Kliś

AI Prompt Engineering/Integration for Process Automation

Poland flagN/A, Poland
$10.00/hrIntermediateOther

Key Skills

Software

Other

Top Subject Matter

Business Process Automation
E-commerce Integration & Automation
AI Workflow Orchestration

Top Data Types

DocumentDocument
TextText

Top Task Types

Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
ClassificationClassification

Freelancer Overview

AI Prompt Engineering/Integration for Process Automation. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Other. AI-training focus includes data types such as Text and Document and labeling workflows including Prompt + Response Writing (SFT) and Classification.

IntermediateEnglish

Labeling Experience

Invoice Data Extraction and Classification Pipeline

OtherDocumentClassification
Automated extraction and classification of invoice data using OCR and LLM pipelines. Labeled and categorized financial documents based on processed data to streamline accounting operations. Improved accuracy of document categorization by validating and refining AI pipeline outputs. • Used Mistral OCR and OpenAI GPT for extracting and classifying document data. • Reviewed and corrected document labels for accounting categories. • Provided feedback to improve model accuracy and efficiency. • Worked with financial and accounting subject matter for training set refinement.

Automated extraction and classification of invoice data using OCR and LLM pipelines. Labeled and categorized financial documents based on processed data to streamline accounting operations. Improved accuracy of document categorization by validating and refining AI pipeline outputs. • Used Mistral OCR and OpenAI GPT for extracting and classifying document data. • Reviewed and corrected document labels for accounting categories. • Provided feedback to improve model accuracy and efficiency. • Worked with financial and accounting subject matter for training set refinement.

2025 - 2025

AI Prompt Engineering/Integration for Process Automation

TextPrompt Response Writing SFT
Participated in the design and integration of AI prompt workflows for process and accounting automation. Developed, tested, and documented prompt-based solutions integrating AI with API systems to enhance business processes. Worked closely with process owners to implement and improve AI-driven automation using internal and external tools. • Created prompts and integrated them for process and accounting automation. • Collaborated with teams to assess effectiveness of AI prompt solutions. • Documented results and conducted iterative improvements based on feedback. • Used internal/proprietary tooling for prompt engineering in business applications.

Participated in the design and integration of AI prompt workflows for process and accounting automation. Developed, tested, and documented prompt-based solutions integrating AI with API systems to enhance business processes. Worked closely with process owners to implement and improve AI-driven automation using internal and external tools. • Created prompts and integrated them for process and accounting automation. • Collaborated with teams to assess effectiveness of AI prompt solutions. • Documented results and conducted iterative improvements based on feedback. • Used internal/proprietary tooling for prompt engineering in business applications.

2025 - 2025

Education

W

Wyższa Szkoła Zarządzania i Bankowości

Bachelor of Science, Finance and Accounting

Bachelor of Science
2022

Work History

V

Value Finance Books

Junior Process Automation Specialist / Junior Accountant

N/A
2025 - 2025
A

Astor

Accounting Intern

Kraków
2023 - 2025