As Yield Systems' Product Developer, I lead the synergy of science and startup agility. My role spans through product design, engineering and project management, focusing on solutions for Agriculture and Retail businesses. Guiding a dedicated team in statistical machine learning, data management, and 3D modeling, we spearhead the development of AI solutions for Agriculture and Retail industries. Thriving in the fast-paced startup environment, my designs integrates cutting-edge technologies, creating a seamless bridge between science and solution. This dynamic journey epitomize my commitment to innovation and transformative product development.------Yield Systems aims to have a significant sustainable impact on the global food system by creating cost efficient AI capabilities for plant breeding and speeding up the development of crop yields and adaptation to climate change.Yield Systems developed an AI-powered observation instrument that, paired with machine learning, can get high accuracy estimates of canopy-level traits. This laboratory-like information from field conditions is then turned into rich data and understanding about characteristics, unobservable with competing technologies. This high-relevance data is the key for delivering for the improved varieties for the changing conditions and for reaching the extremely ambitious efficiency improvement goals.As the human population grows, it’s estimated that by 2050, the demand for food will exceed supply by as much as sixty per cent. The quantities of agronomic inputs; land, fresh water and fertilisers cannot be increased proportionally, so further improvements in efficiency are needed. Climate change will cause significant challenges, which need to be covered to maintain food security.

Recent years mostly agile project management in multivendor environments in a roles of project supervisor/team manager and functional architect. Last 5 years heavily on the financial sector engagements. During the consulting years most of the 18 biggest finnish companies visited in a role or another. Experienced with offshored software project deliveries.Selected clients: OP, KONE, Nokia, Fennia, Sanoma, Oikotie, Telia, Elisa, Rautaruukki, Wärtsilä, KEVA, VERO, UVI, PV, VR, Sulake, Taltioni, PLUS TV, Biogen, Lexel, Radiolinja, Sonera

Technical and functional lead roles in Finance & insurance business areas. Project management and team lead roles in SAFe deliveries.Various roles as an User Experience Architect, Concept Designer and UI specialist within Accenture Custom Software deliveries, both onsite and off-shore experiences. Additionally Competence and Capability development responsibilities at Accenture (recruiting, internal training & capability creation)

Technical and functional lead roles in Comms&high-tech, Logistics and Media&Entertainment business areas. Team lead roles & sales support.

Technical and functional lead roles in Comms&high-tech, Logistics and Media&Entertainment business areas.

Designer and programmer roles in Helsinki Internet Center of Excellence.

As an Interface Programmer/Web Developer at Satama Interactive, I participated in a team developing Nokia.com and Forum.nokia.com services. Working primarily on Satama's most significant engagement mentioned, I specialized in creating web interfaces and solutions atop the Vignette Content Management System.Selected clients: Nokia, S-ryhmä, TeliaSonera

As a Web Developer at SoftWorks Oy, I contributed to the development of one of Finland's pioneering online stores. My responsibilities encompassed end-to-end web development, including conceptualization, graphic design, and both front-end (HTML, CSS and Javascript), and back-end development (PERL, CGI).