Creative Intelligence Studio — Applied AI for Human Insight

Turning Data into Human-Centered Decisions

Kinberry Studio is an independent, research-led studio exploring how applied AI, data interpretation, and thoughtful design can deepen our understanding of human behavior, learning, and decision-making.

🧠 Human-Centered Decisions
📊 Interpretable Data Insights
🧪 Applied Research & Prototyping
About Kinberry Studio
📍Established 2025 — Kediri, East Java

About

Kinberry Studio is an independent Creative Intelligence Studio exploring the intersection of applied AI, data interpretation, and human-centered design.

With foundations in statistics, data science, and software engineering, we approach intelligence as a tool for understanding human behavior — not just measuring performance. Our work blends analytical rigor with thoughtful design to surface insight that is clear, interpretable, and grounded in real context.

We work across applied machine learning, behavioral analysis, and experimental intelligence systems, translating complex signals into practical and meaningful outcomes.

At Kinberry Studio, we believe that clarity is the new creativity — and that impactful intelligence doesn’t need to be complicated, only deeply human and intentionally designed.

Our Approach — How We Think

Clarity over complexity

We focus on making complex data and intelligent systems understandable, interpretable, and genuinely useful for real human decisions.

Research-led & future-aware

Our work is grounded in experimentation, applied AI, and long-term thinking — not trends for the sake of trends.

Human-centered by design

We design systems around people — their behavior, context, and values — ensuring technology supports understanding, not confusion.

Our Expertise — Applied Data Science & Creative Intelligence

Applied AI & Human Insight

We apply machine learning and behavioral analytics to uncover early signals, human patterns, and decision-relevant insights. Our work emphasizes context, interpretability, and responsible AI use.

  • Behavioral data analysis & pattern discovery
  • Applied machine learning & predictive modeling
  • Explainable AI & model interpretation
  • Human-in-the-loop insight generation

Data Interpretation & Decision Systems

We design exploratory analyses and lightweight decision-support systems that help teams move from raw data to clear, thoughtful decisions.

  • Data cleaning, exploration & feature engineering
  • Predictive analytics & machine learning pipelines
  • Customer behavior & churn analysis
  • Insight-driven dashboards & visual analytics

Experimental Intelligence & Creative Systems

We explore experimental data products, prototypes, and visual systems that bridge research, creativity, and real-world application.

  • AI-powered tools & experimental prototypes
  • Interactive data storytelling & dashboards
  • Creative systems for insight communication

Selected Work — Creative Intelligence in Action

Gen Z Stress Level Predictor
🤖 AI-Powered ⚡ Streamlit App

Stress Level Predictor

An AI-powered web application that analyzes behavioral and lifestyle patterns to predict stress levels users, supporting early awareness and mental well-being.

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Coffee Sales Analytics Dashboard — Consumer Behavior Insights
📊 Tableau 🧊 Interactive Analytics

Coffee Sales Analytics — Consumer Behavior Insights

An applied data analysis project examining revenue drivers, demand patterns, and pricing signals in a retail coffee business. The work translates transactional data into interpretable insights to support operational and strategic decision-making.

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Digital Behavior and Mental Health Analysis in Gen Z
🧠 Behavioral Analysis 📊 Data Storytelling

Digital Behavior & Mental Health in Gen Z

An exploratory data analysis examining patterns of digital behavior and their relationship to mental health indicators among Gen Z. The project emphasizes ethical interpretation, contextual insight, and responsible data storytelling over diagnostic claims.

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Kinzzie AI Chatbot built with Snowflake and Streamlit
🤖 Applied AI 🧊 Snowflake x Streamlit

Kinzzie Chatbot — AI Assistant

An applied AI chatbot built using Snowflake and Streamlit, designed to explore conversational intelligence and data-driven interaction within a cloud-native analytics environment. Live application is hosted on Snowflake and requires authentication.

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Health Behavior Insight Assistant
🤖 Applied AI 🧊 Snowflake x Streamlit

Health Behavior Insight Assistant

An AI-powered tool designed to surface patterns in daily health and lifestyle behaviors. Built to support reflection and awareness—focused on insights, not diagnosis—within a human-in-the-loop decision context. Live application is hosted on Snowflake and requires authentication.

View App →

Collaboration Models

Kinberry Studio operates as an independent Applied Data Science & Creative Intelligence studio. We collaborate selectively on research-driven analytics, applied AI systems, and human-centered decision tools.

Applied Data Science

  • • Exploratory & diagnostic data analysis
  • • Predictive modeling & early-signal detection
  • • Explainable, interpretable machine learning
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Core Focus

AI & Decision Systems

  • • Applied AI & human-in-the-loop systems
  • • Decision-support tools & insight engines
  • • Analytical dashboards & data storytelling
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Experimental Intelligence

  • • AI-powered web & interactive systems
  • • Conceptual data products & prototypes
  • • Research-driven creative experimentation
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Get in Touch — Collaborate with Kinberry Studio

Have a research question, data challenge, or AI-driven idea? Kinberry Studio collaborates on applied data science, decision systems, and experimental AI projects with founders, teams, and research-led initiatives.

Kinberry Studio — Applied Data Science & Human-Centered AI 🤍

We collaborate on turning data into insight, clarity, and better decisions — across research, experimentation, and AI-powered systems.
Thoughtful work, real-world impact ✨

📍 Kediri, East Java, Indonesia
📩 hello@kinberrystudio.com
📩 support@kinberrystudio.com