Stefanie V.

Key Skills

Software

Don't disclose

Top Subject Matter

AI business impact quantification

enterprise software value assessment

GenAI/LLM transformation use cases

Top Data Types

Document

Text

Top Task Types

Text Summarization

Data Collection

Freelancer Overview

Senior Research Consultant, Forrester Inc. (AI Champion; TEI/value-based business case delivery). Brings 14+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose. Education includes Executive Certificate, MIT Sloan School of Management (2026) and Doctor of Philosophy, University of Mannheim (2013). AI-training focus includes data types such as Document and labeling workflows including Text Summarization and Data Collection.

Labeling Experience

Senior Research Consultant, Forrester Inc. (AI Champion; TEI/value-based business case delivery)

Don't discloseDocumentText Summarization

Built and delivered structured Total Economic Impact (TEI) assessments and AI business value cases using client and market research materials. Translated complex AI-enabled platform and GenAI insights into organized client deliverables that support executive investment decisions. Performed quantitative customer interview and survey analysis as inputs to written value stories and executive briefings. • Conducted desk research, customer interviews, and data validation to generate structured evidence for TEI models. • Synthesised research outputs into actionable recommendations presented via executive briefings and webinars. • Served as AI Champion, creating practical AI adoption guides and leading workshops to embed AI best practices. • Mentored junior consultants on TEI modelling and value-based business case development quality control.

2022 - 2025

Industry Research Consultant (Contractor from 09/2020), SimilarWeb Ltd.

Don't discloseDocumentData Collection

Delivered digital market intelligence and competitive benchmarking outputs for global enterprise clients using structured research and analytics. Integrated quantitative findings into commercial recommendations and executive presentations aligned to client strategy objectives. Supported decision-making with advanced analytics, market sizing, and benchmarking studies. • Conducted market research and competitive benchmarking using desk-based evidence gathering and structured analysis. • Performed quantitative analysis to assess client positioning, market trends, and growth opportunities. • Produced executive presentations synthesizing findings into actionable strategic recommendations. • Worked as a contractor role within SimilarWeb’s research programme for enterprise clients.

2020 - 2022

Education

Work History