Shivani A. Email and Phone Number
Passionate about creating a positive impact on human lives by leveraging data analytics, I have worked on cross-functional projects in pharma, healthcare IT and non-profit domains. I am passionate about deep-diving into data to unravel the story that constitutes a business problem. My interests are focused on the biotechnology and pharma industry. Data Skills: Programming: R (dplyr, tidyr, stringr, lubridate, rvest, shiny, ggplot2, leaflet), Python (pandas, numpy, matplotlib, scikit learn, tensor flow)Data Tools: R, Python, MATLAB, Octave, SQL, Stata, SPSS, Tableau, Neo4j, MongoDBModeling: Linear regression, logistic regression, ANOVA and hypothesis testing, Tree-based methods, k-means and hierarchical clustering, principal component analysis, factor analysis, finite mixture models, instrumental variable regression, structural equation modeling, forecasting & smoothing models, linear and quadratic discriminant analysis, neural networks, gradient boosting methods (GBM models), linear programming & mixed integer programming, simulation modeling
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Manager, Creative Cloud DesktopAdobeSouth San Francisco, Ca, Us -
Senior Testing Analytics ManagerAdobe Sep 2022 - PresentSan Jose, Ca, Us -
Senior Manager, Market Analysis & StrategyGenentech Dec 2020 - Oct 2022South San Francisco, California, Us -
Manager, Market Analysis & StrategyGenentech Jan 2019 - Dec 2020South San Francisco, California, Us -
Summer AssociateGenentech Jun 2018 - Aug 2018South San Francisco, California, Us- Created a short-term supply forecast for a new innovation - Segmented and identified customer segments - Modeled the uncertainty of adoption among different customer segments - Leveraged a new forecasting methodology to help better monitor risk of uncertain market events -
Data Analytics InternMcura Jun 2017 - Jul 2017mCURA is a Silicon Valley start-up that is revolutionizing healthcare information technology in India through a high performing healthcare management systemFor more information, please visit http://mcura.com/In the capacity of an analytics intern, I got an opportunity to work in a dynamic start-up environment on a project involving the analysis of clinical data. Key accomplishments include: - Conceptualized and develop an analytics framework comprising healthcare KPI dashboards, patient risk-profiles, and prescription analysis; Resulted in 20% increase in revenue and a new business stream- Predicted readmission rate for Chronic Kidney Disease (CKD) patients using a supervised learning model; Secured partnership for a targeted patient-care program with a $250K client
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Analytics ConsultantSvrán Group Jul 2016 - May 2017- Created a Decision Support System (DSS) consisting of customized metrics and executive dashboards to streamline reporting across 4 business verticals; Reduced turnaround time in reporting by 75% across 15 teams- Researched market landscape and devised go-to-market strategy for a pharmaceutical product-launch- Built a classification model to predict academic performance of high school students from five K-12 schools in Northern India using AWS Machine Learning. Identified significant cognitive and non-cognitive predictors of academic achievement
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Graduate Research AssistantTeri University Aug 2016 - Sep 2016New Delhi, Delhi, In● Reviewed literature on semi-parametric latent class econometric models (finite mixture models) specifically those estimated via Expectation Maximization (EM) algorithms ● Gained hands-on experience understanding a complete optimization algorithm (EM algorithm) to estimate demand for recreational visits to forests (using MATLAB) -
Evaluations ManagerMentor Together Jun 2015 - Jun 2016Bengaluru South, Karnataka, InMy responsibilities included project planning, design and development of monitoring & evaluation frameworks (M&E), data analysis using quantitative/econometric research methodologies, progress reporting to funders and management of primary data collection efforts Some examples include-● Project-managed the first impact study of mentoring in India: A Randomized Control Trial (RCT) assessing impact of mentoring on psycho-social development of 200 at-risk adolescents.● Developed a risk-identification strategy and a multi-dimensional risk index (in Stata) using contemporaneous research in the field of adolescent risk behavior. ● Analyzed and presented socio economic trends of a few villages in South India for new demographic discovery to global partners. ● Led training and capacity building sessions for contract-enumerators and internal team on techniques of primary survey implementation, data management and field ethics.
Shivani A. Education Details
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University Of Southern CaliforniaBusiness Analytics -
Teri School Of Advanced StudiesEconomics -
Lady Shri Ram College For WomenEconomics -
Delhi Public School Vasant KunjBusiness/Commerce
Frequently Asked Questions about Shivani A.
What company does Shivani A. work for?
Shivani A. works for Adobe
What is Shivani A.'s role at the current company?
Shivani A.'s current role is Manager, Creative Cloud Desktop.
What schools did Shivani A. attend?
Shivani A. attended University Of Southern California, Teri School Of Advanced Studies, Lady Shri Ram College For Women, Delhi Public School Vasant Kunj.
Who are Shivani A.'s colleagues?
Shivani A.'s colleagues are Veronica Quispe, Moch Nizaar Fasya, Mehak Verma, Ahamad Saleem, Ahmed Alhadi, Ali Riadh, Gabriel Pugh.
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