I will design a professional survey or questionnaire that gets usable answers

United States

I speak English

Web Scraping and Survey Research Data Engineer

I have built data pipelines, scrapers, and research tools for twelve years through my own consultancy. I was a senior data engineer at a leading video game company, where I led the ML Ops team and own...
About this Gig

Most surveys fail before anyone answers them. Leading questions, double-barreled items, missing "none of the above" escapes, and constructs named before they are measured. Those flaws quietly manufacture whatever answer you were hoping for, and you cannot fix them after fielding.


I run an AI research platform I built myself and I have published census-representative studies. I design the instrument, then pressure-test every item against one question: what would you do differently if this came back the opposite way? Items that fail that test get cut.


You get a survey that produces decisions, not a pile of frequencies.


I work in Qualtrics, Google Forms, SurveyMonkey, Typeform, or my own platform.


Tell me what decision the research is meant to inform and who you are asking. That is what determines whether the instrument is any good.

Purpose:

Audience research

•

Market/Customer segmentation

Industry:

Education

•

Food & beverage

•

Gaming

Research method:

Surveys

Survey platform:

SurveyMonkey

•

Qualtrics

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