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Work Background
IntelligenciaScientific Manager
Apr. 2023Athens, Attiki, Greece• Managed two clinical data teams (16 total), two of the company’s highest-performing teams, delivering 30% more output per person. • Led 5-member cross-functional task force on technical and operational initiatives. • Delivered tailored presentations to biopharma clients, analyzing competitive intelligence on drug modality, class, and target landscapes to guide strategic positioning and identify potential acquisition targets. • Provided data-driven insights comparing client pipelines to market trends, identifying 20+ strategic gaps and opportunities. • Primary reference for curation issues across departments. Introduced LLMs to streamline workflows, saving 30% in curation time. • Applied statistics and domain knowledge to support predictive modeling and product decisions. • Performed reverse QC on Probability of Technical and Regulatory Success (PTRS) outcomes for thousands of clinical trials by validating whether feature weights derived from predictive models aligned with trial characteristics, drug features, and the current market landscape. • Launched client-centric data quality initiative, improving dataset alignment with regulatory strategy by 35%. • Advised on TA-specific features and criteria predictive of success across 50+ indications. • Drove data strategy improvements, increasing decision-making accuracy in model outputs by 20%. • Led structured problem-solving efforts to break down strategic issues and build customized execution paths for key clients. • Held full ownership of a user-focused SaaS platform for clinical data curation and analysis, driving feature prioritization, roadmap planning, and product evolution based on internal and client needs.
• Led the end-to-end product strategy for the platform, translating domain-specific requirements into product features, aligning stakeholders, and ensuring the platform met both regulatory standards and real-world user workflows.
IntelligenciaTeam Lead
Apr. 2022 - Apr. 2023• Led a team of 8 scientific associates, overseeing the curation and quality assurance of clinical trial data used to train and validate predictive models for drug approval success. • Ensured data robustness for AI-driven decision-support platform through close collaboration with Product and DS teams. • Delivered clear, insight-driven presentations to internal and client-facing teams. • Trained over 50 team members on platform use and data reliability, boosting onboarding efficiency by 40%. • Owned and improved multiple workflows, reducing average curation time per trial by 30%. • Recognized for dedication and technical excellence in high-pressure, cross-functional projects. • Conducted analysis of competitive and market landscape to support client-specific data strategies. • Played a decisive role in helping secure a major client account through insight-driven presentations and strategic consultation. • Led the design and execution of a company-wide initiative to build a comprehensive drug ontology database. • Built scalable ontologies across all therapeutic areas, supporting product integration, analytical insights, and client-aligned feature mapping.
• Held full ownership of a user-focused SaaS platform for clinical data curation and analysis, driving feature prioritization, roadmap planning, and product evolution based on internal and client needs.
• Led the end-to-end product strategy for the platform, translating domain-specific requirements into product features, aligning stakeholders, and ensuring the platform met both regulatory standards and real-world user workflows.
IntelligenciaScientific Associate
Aug. 2020 - Apr. 2022• Curated and QC’d clinical trial data, maintaining > 99% accuracy across therapeutic areas. • Resolved 100+ data issues, improving SOP clarity and team capturing consistency. • Supported junior members and collaborated closely across cross-functional teams. • Applied statistical concepts using Google Sheets and Excel. • Conducted exploratory analyses of clinical and market trends to support internal strategy discussions. • Delivered content and presented findings in client-facing settings, contributing to the company’s credibility and business growth.
• Actively contributed to the development and improvement of the company’s clinical data SaaS platform by identifying workflow bottlenecks, sharing user insights, and informing product enhancements from a front-line perspective.
Aristotle University of Thessaloniki (AUTH)Ex: Researcher
Sep. 2018 - Aug. 2020Greece• Spearheaded 2-year project on replacing inorganic with organic zinc in weaned piglets to enhance nutrient uptake and sustainability. • Designed in vivo experiments and conducted RT-qPCR and tissue analysis to assess growth, zinc retention, and gene expression. • Analyzed complex biological and molecular data with SPSS and Excel, resulting in > 95% confidence intervals and reproducible findings. • Optimized lab protocols and data workflows, shortening turnaround times by 20%.
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