Recommendations
What it's like working with me.
I used an open source LLM to thematically classify 34 recommendations from current and former colleagues and students. I wanted to understand patterns in how they describe our working relationship. This is a look into my process: raw input, structured into meaningful constructs, sized through data, and translated into meaningful insight.
Read about howMy Biggest Strengths
"The Enterprise activation work was incredible. It genuinely lit me up as a space I want to lean into A LOT.
It surfaced insights and pointed to clear next steps and opportunities."
What stood out
"She elevated our thinking from standard predictive models to a structured and adaptive system for understanding revenue drivers.
The result was a robust subsystem we could plug directly into our product and deploy across customers."
— CTO, Sylvan Labs
"Her domain knowledge of quant methods is authoritative, and she was sought out across the entire business as a mentor.
Bianca was the mastermind behind delivering our ground-breaking CSAT measurement system."
— Sr. Director of UXR, Indeed
"Bianca brought an impressive depth of insight and high-quality data to the table, especially in such a short timeframe.
She has a gift for distilling complex ideas into clear, compelling narratives."
— Staff Designer, Adobe
"It took very little time before I was inspired by her deep understanding of quantitative methodologies.
She showed such careful attention to detail and had a strong ability to articulate her reasoning in a clear, concise way."
— Senior UX Strategic Researcher, Indeed
"Absolutely above and beyond. So much info packed into an easy-to-follow format.
Very much exceeds expectations and is the right level of engagement for me."
— UXR Course Student, Spring 2026