Product Docs

Case Study: Agentic AI on EU Customs

Turning Border Complexity Into Competitive Advantage

Professional

Posted on November 2, 2025

Global commerce gives the impression of fluid, borderless movement: online shopping has conditioned us to expect a universal catalogue, instant availability, and frictionless delivery. For businesses operating behind the scenes, the reality is quite different. Goods move across national boundaries through a dense legal infrastructure that determines what the product... [Read More]

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Solo Project: Generating Resale Listings with AI

Building a Mobile-first AI App for Generating Resale Listings

Independent

Posted on October 24, 2025

SnapSell is a solo-built, mobile-first AI app that transforms a single photo of an item into a complete resale listing. I designed, built, and animated every part of this project: from UX wireframes and motion interactions to backend architecture and AI integration. [Read More]

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Case Study: Bringing Generative AI into Procurement at Volvo Cars

Journey Across Discovery, Architecture, Validation & Impact

Professional

Posted on February 2, 2025

Procurement at Volvo Cars handles thousands of contracts, millions in spend, and complex documentation spread across several legacy systems. The primary goal of our project was to streamline the procurement process by leveraging Gen AI to facilitate contract management and decision-making. [Read More]

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Reflection: Building Safe, Strategic & Differentiated AI Systems

Delivering AI Integration, Risk Mitigation, and Strategic Development

Professional

Posted on January 17, 2025

Over the past year building generative AI capabilities inside Volvo Cars’ procurement organization, I’ve learned that the most important part of AI product development isn’t the model, or even the architecture. It’s the product thinking that wraps around all of it. The rapid rise of LLMs has made it easy... [Read More]

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Product Research: Jet Lag Shifter for Families

Designing and Developing an App to Help Babies, Kids, and Parents Get Sleep Across Time Zones

Independent

Posted on December 1, 2024

As a mom to a 3-month-old and a product manager, I found myself juggling two very different worlds that suddenly collided: baby sleep schedules and international travel. I knew I needed to find a solution that would help me and my family adjust to the new time zone as quickly... [Read More]

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Case Study: Data Contract Manager for Decentralized Data Products

Managing data agreements across a federated enterprise

Professional

Posted on June 11, 2024

As organizations move toward decentralized data ownership and data mesh architectures, the need for clear, enforceable data agreements becomes business-critical. At Volvo Cars, growing domain autonomy meant that each team could publish data products independently — but without alignment on definitions, structure, and quality, cross-domain integrations became fragile and slow.... [Read More]

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Reflection: Data Quality with Data Contracts

Exploring Data Contracts to Improve Data Quality

Professional

Posted on May 12, 2024

For the last two weeks, I’ve delved deep into learning about Data Contracts and I’m excited to share with you this summary of “Driving Data Quality with Data Contracts” by Andrew Jones. [Read More]

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Product Design: AI-driven productivity app for new parents

Designing and Developing a Task Management App for New Parents

Independent

Posted on January 5, 2024

As mentioned before, I’ve been on a mission to create an app that makes life easier for new parents. Now let me introduce this task management application designed specifically for new parents - akaTask helps parents streamline daily, weekly, and monthly task planning. With advanced AI and a user-friendly interface,... [Read More]

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User Research: AI-driven Productivity App for New Parents

Quantifying Parental Pain Points and Identifying High-Value Automation Opportunities

Independent

Posted on January 3, 2024

akaTask is an AI-first task management and productivity assistant built for new parents. It consolidates meal planning, activity generation, gentle parenting scripts, and scheduling into a single productivity surface. The product converts parental pain (time scarcity, decision anxiety, clutter, and cognitive load) into measurable value by automating routine decisions and... [Read More]

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