Expériences professionnelles
Chief data scientist
Dataland , São paulo
De Mars 2021 à Aujourd'hui
● Created Brazil's most accurate and comprehensive residential Automated Valuation Model, achieving under 4% MAPE, penetrating the home equity, marketplaces and real estate agency markets.
● Co-designed and developed a real estate market intelligence analytics product aimed at assisting REITs and creditors evaluate real estate development projects and securing market share.
● Co-designed a data-intensive SaaS solution for evaluating lot viability in real estate development. Integrating urbanistic, social, market and legal aspects won a national award for best proptech startup.
● Designed a custom georeferencing solution to allow for geospatial data matching at scale, saving over one million dollars per quarter.
● Researched industry, legislation, competition and data sources to set the informational strategy. Collected and curated hundreds of data sources and derived proprietary data assets to capture key business relations.
● Reassessing industry pain points and market response, persuaded to pivot from real estate developers to real estate creditor customer segments, securing fresh investments from the Brazilian stock exchange.
Vp of platform and innovation
Neoway , São paulo
De Janvier 2020 à Mars 2021
● Spearheaded a multi-year transition from SaaS to BPaaS, enhancing modularity, data integration, and AI-centricity for seamless product/service integration amid 36 thousand SaaS competitors.
● Standardized task reporting, enabling management data integration to improve observability at the entire tech/product organization and promoting a data-driven culture companywide.
● Inventoried systems and inefficiencies across the technology teams, reducing the number of micro-services by 30% and reducing O&M and cloud costs by 70% over a year.
● Established a Technical Product Management function to support platform business relevance, enabling the partner strategy through a developer portal and improved internal adoption and technology governance.
● Designed and led a company-wide agile transformation, aligning teams, roles, missions, products and systems to customer value flows, resulting in a 50%+ improvement in climate, culture, agility, and leadership metrics.
● Mobilized a pandemic-crisis discovery team for rapid data product development, keeping churn to under 5% and achieving a 2-day ideation-to-sale cycle time.
● Represented the CTO in M&A due diligence, highlighting the seamless modular integration of teams, products, architecture, and data-driven mgt.
Director of data science
Neoway , São paulo
De Janvier 2018 à Janvier 2020
● Introduced benchmarking into our ML development, cutting release cycles from 2 months to 2 days and enhancing release consistency.
● Reframed the ML approach for an Ideal Customer Profile model, resulting in +2x lift, 600x faster training, +2x session time, up to 20x customer ROI. Awarded nationally for data-driven marketing innovation.
● Led GDPR compliance adaptation for all models, achieving minimal accuracy reduction and preventing up to 40% revenue loss.
● Conceptualized and led the creation of a Features Framework, including backward feature filling capability and Python SDK, reduced feature development times by up to 80%.
● Partnered with the Platform team and reduced deploy friction from 12 to 3 steps and eliminated handovers.
● Implemented a lean management framework, addressing corporate gaps in career planning, performance management, and talent development, later adopted by the entire +120 prodtech organization.
● Maintained a zero employee turnover for the entire period while growing headcount from 5 to 15.
Formations complémentaires
PhD in Automatic Control
Linköping University
2009 à 2014
5 year program divided into research (40%), teaching (20%) and a broad coverage of coursework (40%).
PhD thesis in diagnostics for industrial robots in partnership with ABB.
BSc in Automatic Control
UFSC
2003 à 2008
Best student award. The Engineering school at UFSC is recognized as a top institution in Brazil.
Parcours officiels
Langues
Portugais - Langue maternelle
Anglais - Courant
Suédois - Notions
Français - Notions
Compétences
Centres d'intérêt
- mountaineering
- kitesurfing