Engineering Experience
- Comparing AI-augmented and traditional UX research methods in terms of time-to-insight and ability to surface nuanced friction in complex B2B SaaS workflows.
- Examining how SMB and enterprise customers use the same ATS differently and how research methods affect which segment-specific insights are preserved or lost.
- Prototyping and validating new interaction models to eliminate manual data re-entry and improve clarity across the job-to-offer hiring flow.
- Designed, developed and launched custom websites for clients using TypeScript, React, Next.js, Tailwind CSS and Framer Motion.
- Managed the end-to-end product lifecycle, from requirements gathering to deployment and hand-off.
- Owned the end-to-end product lifecycle for internal R&D tools, architecting PostgreSQL schemas and business logic to support complex battery research workflows.
- Built custom internal applications using Retool, extending the platform with JavaScript and Python-driven data processing to handle high-velocity lab data.
- Acted as a bridge between researchers and data infrastructure, translating high-level scientific requirements into functional interfaces that automated daily manual operations.
- Implemented data pipelines to clean and visualize raw research data, transforming fragmented datasets into a unified source of truth for decision-makers.
- Built a full-stack biomechanics app (Django + React) for uploading running footage and generating interactive 3D skeletons with joint-angle metrics.
- Integrated a backend pose-estimation pipeline (RTMPose → MotionBERT via MMPose) for inference, coordinate transforms, and frontend rendering.
- Created a custom COCO-format dataset from Qualisys motion-capture data, automating video sync and skeletal keypoint generation.
Other: Process Specialist at Nordea Bank Abp (Apr 2023 – Present) — financial administration alongside full-time studies.
Education
Chalmers University of Technology, Gothenburg
Additional Information
Software skills
Languages: Python, Java, JavaScript, TypeScript, SQL
Frameworks & Libraries: React, Vue, Django, Flutter
Data & Infrastructure: PostgreSQL, AWS (S3), Git/GitHub
AI & Agentic Workflow: Cursor (IDE), Vibe Kanban (Agent Orchestration), Claude Code, Gemini, GitHub Copilot
Design & Tools: Figma, HTML/CSS, Retool
Other / Sports
- Competitive tennis player for many years; top 10 nationally in Sweden.
- Elite gymnast for many years, placed top 3 several times in Swedish Championship.