Toni Väisänen
Tech Lead at Metosin
Panama, Panamá Province
Summary
🤩
Rockstar🎓
Top SchoolToni Väisänen is a tech lead and machine learning systems engineer with a decade of experience building high-throughput, data-intensive platforms and leading cross-functional teams. He combines hands-on integration work in Python and Clojure with operationalizing AI/ML models into production media-optimization systems, bridging data science, product and ops to deliver measurable business value. As a consultant and interim product owner he’s shipped new offices and ensured product continuity at clients like Metosin and WPP’s Choreograph, while also contributing to sales, recruiting and team building. His background in audio engineering and DSP, plus semi-pro musicianship, gives him a unique instincts for complex, rule-based systems and real-time signal workflows. Toni pairs academic training in computer science and data science with practical experience in Kafka, Airflow and cloud data warehousing to solve high-concurrency problems. He also coaches engineers as a technical consultant, favoring principled integration work that turns prototype models into robust production feedback loops.
10 years of coding experience
6 years of employment as a software developer
Master's degree, Mathematics, Data Science Specialization, Master's degree, Mathematics, Data Science Specialization at University of OuluMusic Technology, Music Technology at Conservatory of LappiaUPC Universitat Politècnica de CatalunyaDevelopment of Information Systems Degree Program, Computer Science, Datanomi, Development of Information Systems Degree Program, Computer Science, Datanomi at OSAO Kaukovainio
Github Skills (62)
error-messages10
coercion10
clojure-spec10
edn10
validation10
transformation10
json-schema9
summarization9
schema9
clojurescript9
ring9
nlp8
transfer-learning8
audio-effect8
python8
Programming languages (6)
Github contributions (5)
tvaisanen/dependencymapping
Jul 2018 - May 2019
Contributions:6 PRs, 303 pushes, 6 branches in 10 months
tvaisanen/embeddedGraphWidget
Jun 2017 - Feb 2018
Contributions:177 pushes, 1 branch in 8 months
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