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I've always been fascinated by the power of data to tell a unique and interesting story. My passion lies in deciphering that story using the right tools and techniques and leveraging the insights that it holds.I am a Data Scientist with 15+ years of experience across a diverse set of industries, including information technology, pharmaceuticals, and digital media. In these roles, I have built a proven track record of success applying advanced data analytics techniques to generate valuable insights towards optimizing product quality, user experience, and business processes for Forbes 500 companies. For example, I helped enhance the search experience for millions of users of Google's search engines by leading the quality evaluation of critical ranking and UI changes. I also developed and deployed sophisticated Machine Learning algorithms to help automate the process of site selection for clinical trials at Roche, which significantly improved productivity and saved the company millions of dollars annually. I am proficient with a range of tools, platforms, and programming languages that are essential for data science and analytics, including R, SQL, Tableau, and Machine Learning frameworks like AutoML. Finally, I specialize in developing intuitive dashboards and compelling data visualizations that communicate actionable insights to non-technical audiences and support key stakeholders in making informed, data-driven business decisions.I’m always eager to connect with fellow data enthusiasts and explore innovative ways to leverage data for impactful decision-making.
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Data Scientist - Clinical OperationsRoche Mar 2021 - PresentSwitzerland 🇨🇭 , ChI analyze clinical data, develop predictive models, and generate data-driven insights to improve the cost and efficiency of clinical trials for bringing new medicines to patients. My efforts serve to automate and optimize the process of planning and executing trials, resulting in improved success rates, reduced cycle times, and substantial cost savings.• Trained, fine-tuned, and deployed Machine Learning models to accurately predict and recommend the best-performing clinical sites and principal investigators, which saved $2 Million per year and decreased study startup timelines by 36%.• Developed insightful reports and interactive Tableau dashboards to monitor progress of important KPIs and compare against industry benchmarks and internal targets.• Delivered customized analytics of clinical trial data as decision support for study teams to improve critical business processes, such as study feasibility, country landscaping, and site selection.• Performed extensive data landscaping and analytics to identify opportunities for improving diversity of patient enrollment, resulting in more generalizable outcomes and better treatment for minority populations.• Conducted in-depth analyses of patient-centricity data and productivity metrics to quantify the impact and outcome of patient-centric interventions designed to reduce burden on clinical trial participants. -
Data Analytics ConsultantFreelance 2017 - 2020I consulted with multiple tech startups, mobile software developers, and non-profit organizations, performing extensive data mining and analysis of user data to measure and optimize KPIs such as traffic, conversion rates, and content engagement for popular websites and mobile apps. For example, I conducted a comprehensive analysis of Google Analytics data to maximize traffic and conversion rates for the largest non-profit pet adoption website and search engine in North America.
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Senior Data AnalystUpworthy 2015 - 2016Los Angeles, Ca, UsI played a crucial role in measuring user engagement and optimizing product quality for popular content posted on social media, leading to vastly improved reach and visibility on social media platforms and increased awareness and involvement with socially important issues.• Applied predictive modeling techniques to identify critical drivers of user engagement with digital content.• Evaluated impact of product design changes on KPIs using fit-for-purpose methods like A/B testing and regression analysis.• Presented key results and actionable insights to stakeholders via concise reports, data visualizations, and oral presentations. -
Data Scientist - Search QualityGoogle 2007 - 2014Mountain View, Ca, UsI served as the Lead quality analyst for Google Image Search, which is their most widely used search property after Web Search. Under my leadership, I designed and implemented a comprehensive, high-performing evaluation framework for Google Image Search from the ground up. Some examples of my achievements include the following:• Oversaw the quality evaluation of critical ranking and UI changes, which improved the search experience for millions of users across billions of queries.• Implemented advanced statistical models to validate important click metrics as indicators of search quality.• Collaborated with search engineers to measure and improve the Precision and Recall of classifiers for detecting malicious content.• Developed, validated, and refined key metrics and methodologies to successfully evaluate new features and specific facets of Google's search result quality.• Communicated actionable insights to senior leadership as support for strategic decisions. -
Graduate Research AssociateIllinois State University 2005 - 2007Normal, Il, UsI was involved with a number of high-profile research studies conducted in the field of Perception and Ecological Psychology, with contributions spanning the full lifecycle of the project. Several of such studies culminated with manuscripts being accepted for publication in prestigious scientific journals.• Developed research proposals outlining hypotheses, experimental design, research methods, and data analysis plan.• Performed advanced statistical analyses of data using SPSS and Microsoft Excel.• Prepared and edited research manuscripts accepted for publication in peer-reviewed scientific journals.• Conducted research presentations at prestigious regional and international conferences and symposia.
Eric Malek Skills
Eric Malek Education Details
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Illinois State UniversityPsychometrics And Quantitative Psychology -
Rutgers UniversitySocial Psychology
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Tufts UniversityPsychology
Frequently Asked Questions about Eric Malek
What company does Eric Malek work for?
Eric Malek works for Roche
What is Eric Malek's role at the current company?
Eric Malek's current role is Data Scientist at Roche.
What is Eric Malek's email address?
Eric Malek's email address is em****@****gle.com
What is Eric Malek's direct phone number?
Eric Malek's direct phone number is +120898*****
What schools did Eric Malek attend?
Eric Malek attended Illinois State University, Rutgers University, Tufts University.
What are some of Eric Malek's interests?
Eric Malek has interest in Civil Rights And Social Action, Wildlife, Education, Environment, Scuba Diving, Baseball, Dogs, Hiking, Music, Human Rights.
What skills is Eric Malek known for?
Eric Malek has skills like Statistics, Spss, R, Microsoft Excel, Data Analysis, Sql, Research, Microsoft Office, Html, Powerpoint, Javascript, Lisrel.
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