Description

Versatile professional with 10 years’ experience bridging business analysis and advanced tech solutions to deliver measurable impact. Proven ability to translate complex business needs into data-driven, AI-powered solutions, from enterprise CRM transformations to generative AI automation in fintech and ESG. Skilled in stakeholder alignment, requirements discovery, and rapid prototyping with LLMs and NLP, ensuring technology adoption creates real business value.

Industry field of expertise

Languages

English
Native or bilingual
Finnish
Native or bilingual
Spanish
Conversational
Czech
Basic
Chinese
Native or bilingual

Workplace preferences

Can work on-site

Barcelona (up to 50km)

1455AI Oy
Founder & Business Analyst
December 2020 - Today (5 years and 6 months)
• Identified high-impact business problems in fintech and ESG domains and translated them into AI driven solutions, bridging strategic needs with emerging LLM capabilities.
• Designed and deployed an AI-powered platform that automated 409A valuations, reducing manual effort by 60% and improving decision accuracy for financial analysts.
• Developed an ESG evaluation tool that analyzed company sustainability disclosures against UN SDG and IRIS+ frameworks, enabling scalable, data-driven impact assessments and reporting.
• Led requirements discovery sessions with stakeholders, converting business pain points into actionable AI use cases and technical roadmaps.
• Oversaw prompt engineering, NLP model optimization, and prototyping, ensuring reliable, explainable outputs aligned with business constraints.
• Delivered end-to-end AI transformation, from ideation and business case creation to technical implementation and client onboarding, ensuring measurable business outcomes.
• Acted as a change agent, helping clients adopt and integrate AI tools into existing workflows while managing stakeholder alignment and user training.
artificial intelligence Business analysis Scrum Product management
Capgemini Finland Oy
Business Analyst & Product Owner
October 2017 - May 2024 (6 years and 7 months)
Finland
• Collaborated with business units to gather, analyze, and document business and functional requirements for a large-scale CRM system for a multinational B2C client.
• Defined user stories, acceptance criteria, and maintained a prioritized product backlog aligned with customer and organizational goals.
• Facilitated Agile ceremonies including sprint planning, backlog grooming, and retrospectives to support efficient software delivery.
• Mapped business processes and conducted gap analysis to identify areas for improvement, resulting in enhanced CRM usability for 1000+ end users.
• Coordinated with QA and development teams to ensure system reliability, user acceptance, and alignment with business rules and compliance needs.
• Conducted stakeholder interviews, prepared solution documentation, and supported change management across cross-functional teams.
VimAI Oy
Business Analyst (Strategy & Technical Lead)
August 2016 - September 2017 (1 year and 1 month)
Finland
• Conducted market research and stakeholder interviews to define value propositions and assess user needs for an AR and computer vision based indoor navigation tool.
• Developed business requirements and early prototypes to support pilot initiatives with enterprise clients.
• Created business cases and supported funding applications through clear articulation of customer problems and solution benefits.