I am a Senior Machine Learning Engineer based in Helsinki, currently focusing on building scalable lead generation engines at KONE and optimizing MLOps infrastructure at Resoniks.
With over 5 years of experience in the intersection of data engineering and software architecture, I specialize in turning complex algorithms into production-ready distributed systems. I have a deep love for clean code, robust backend architecture, and the Finnish sauna.
Engineering a scalable Lead Engine Pipeline to drive sales intelligence. Focused on distributed systems and high-throughput data processing.
Optimizing MLOps infrastructure and async backend services. Reduced response times by 25% through architectural refinements in Pydantic-based services.
Designed and implemented scalable Python/Django backends. Improved task execution speed by 15% using Celery and Redis.
Built robust fraud detection pipelines, significantly reducing financial losses through real-time behavioral analysis.
G.P.A: 4.56/5. Awarded the Dean's Scholarship for academic excellence.