AVAILABLE FOR NEW ROLES
⌖ LOS ANGELES → BERLIN
AVAILABLE FOR NEW ROLES
⌖ LOS ANGELES → BERLIN
AVAILABLE FOR NEW ROLES
⌖ LOS ANGELES → BERLIN
Research.
Research.
Data.
Data.
Build.
Build.
I'm Cianna. A UX researcher with formally taught quant skills. I've shipped AI products, run rigorous qualitative research, and modeled human behavior at scale. Now relocating to Berlin to do work where the stakes are human. Digital health. Learning design. Places where good research creates real impact.
I'm Cianna. A UX researcher with formally taught quant skills. I've shipped AI products, run rigorous qualitative research, and modeled human behavior at scale. Now relocating to Berlin to do work where the stakes are human. Digital health. Learning design. Places where good research creates real impact.
UX RESEARCH
DATA ANALYSIS
PYTHON
NLP
SQL
AI / ML
PRODUCT STRATEGY
MIXED METHODS RESEARCH ›
SENTIMENT ANALYSIS ›
PREDICTIVE MODELING ›
AI PIPELINE ARCHITECTURE ›
PYTHON · SQL · R · TABLEAU ›
BERLIN 2026 ›
OPEN TO NEW OPPORTUNITIES ›
MIXED METHODS RESEARCH ›
SENTIMENT ANALYSIS ›
PREDICTIVE MODELING ›
AI PIPELINE ARCHITECTURE ›
PYTHON · SQL · R · TABLEAU ›
BERLIN 2026 ›
OPEN TO NEW OPPORTUNITIES ›
MIXED METHODS RESEARCH ›
SENTIMENT ANALYSIS ›
PREDICTIVE MODELING ›
AI PIPELINE ARCHITECTURE ›
PYTHON · SQL · R · TABLEAU ›
BERLIN 2026 ›
OPEN TO NEW OPPORTUNITIES ›
SELECTED WORK
AI Audit Pipeline
Built and shipped a fully automated AI audit pipeline in one week, solo. Form intake to GPT-4o generation to email delivery, no human in the loop. Built for mission-driven founders who can't afford a $5k consulting sprint.
01 · AI Product · Shipped
Ethic Flow:
AI Audit Pipeline
Built and shipped a fully automated AI audit pipeline in one week, solo. Form intake to GPT-4o generation to email delivery, no human in the loop. Built for mission-driven founders who can't afford a $5k consulting sprint.
OPENAI API
SHIPPED PRODUCT
PYTHON
01 · AI Product · Shipped
Ethic Flow:
AI Audit Pipeline
Built and shipped a fully automated AI audit pipeline in one week, solo. Form intake to GPT-4o generation to email delivery, no human in the loop. Built for mission-driven founders who can't afford a $5k consulting sprint.
OPENAI API
SHIPPED PRODUCT
PYTHON
SentimentAnalysis & Behavioral Modeling
Can behavioral patterns predict human decision making? Scraped 450+ Reddit posts, built an NLP pipeline with 85% predictive accuracy, and prototyped a bias awareness feature to surface unconscious patterns before decisions are made.
02 · NLP & Predictive Modeling
Decoding Desire:
SentimentAnalysis & Behavioral Modeling
Can behavioral patterns predict human decision making? Scraped 450+ Reddit posts, built an NLP pipeline with 85% predictive accuracy, and prototyped a bias awareness feature to surface unconscious patterns before decisions are made.
npl
SCIKIT-LEARN
PYTHON
02 · NLP & Predictive Modeling
Decoding Desire:
SentimentAnalysis & Behavioral Modeling
Can behavioral patterns predict human decision making? Scraped 450+ Reddit posts, built an NLP pipeline with 85% predictive accuracy, and prototyped a bias awareness feature to surface unconscious patterns before decisions are made.
npl
SCIKIT-LEARN
PYTHON
& Churn Analysis
A solo mixed-methods investigation into why users were leaving. Backend data analysis, surveys, and depth interviews surfaced a 59.6% churn rate and a median session count of 1. Findings were adopted by stakeholders and drove a full platform redesign.
03 · Strategy & Analytics
Poolhouse: Product Strategy
& Churn Analysis
A solo mixed-methods investigation into why users were leaving. Backend data analysis, surveys, and depth interviews surfaced a 59.6% churn rate and a median session count of 1. Findings were adopted by stakeholders and drove a full platform redesign.
CHURN ANALYSIS
DATA ANALYTICS
USER INTERVIEWS
ABOUT
Asking better questions
turned into a career.
Asking better questions
turned into a career.
Finding better answers turned it into a calling.
Finding better answers turned it into a calling.
I spent four years studying how technology shapes human behavior, running research at the intersection of product, data, and people. I learned rigorous qualitative methods, picked up quant skills formally, and even shipped things in my free time. I also learned that impact isn't guaranteed just because the research is good. Now, I'm relocating to Berlin, deliberately moving toward digital health and learning design. Places where the stakes are human and good research changes real outcomes.
I spent four years studying how technology shapes human behavior, running research at the intersection of product, data, and people. I learned rigorous qualitative methods, picked up quant skills formally, and even shipped things in my free time. I also learned that impact isn't guaranteed just because the research is good. Now, I'm relocating to Berlin, deliberately moving toward digital health and learning design. Places where the stakes are human and good research changes real outcomes.
◎
B.S. Interaction Design
Santa Monica College
✦
Scrum Master certified
PM certification · Agile methodology
⊕
IT Professional · Health care IT, AI and data systems
AHIP Certified
⌖
Relocating to Berlin
Charlottenburg · Available June 2026
◎
B.S. Interaction Design
Santa Monica College
✦
IT Professional · Health care IT, AI and data systems
AHIP Certified
⊕
Scrum Master certified
PM certification · Agile methodology
◎
Living in Berlin
Charlottenburg · Available June 2026
Let's work on something
that matters.
Let's work on something
that matters.
Let's work on something
that matters.