I have a master's degree in data science from the University of Virginia and I am currently a data scientist at Sanofi, where I design and advance the concepts of data analytics and machine learning for biopharmaceuticals and vaccines. My core competencies include feature engineering, data science, and data mining.At Sanofi, I am responsible for integrating and preparing varied data sets, solving process-related problems using data-driven techniques, and providing methodologies for activities such as statistical process control, data mining, and process modeling. I also participate in modeling and development of process control strategy activities for new and existing products. I work with a diverse and collaborative team of scientists, engineers, and analysts, and I contribute to the global evolution of data science at the site. I am motivated by the opportunity to apply my skills and knowledge to improve the quality and safety of life-saving products, and I am eager to learn from and share best practices with my colleagues.
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Senior Data ScientistAbbottCalifornia, United States -
Data ScientistSanofi Apr 2022 - PresentParis, France, Fr- Responsible for designing and advancing the concepts of data analytics and machine learning.Integrating and preparing varied data sets.- Solving process related problems using data-driven techniques.- Responsible for providing methodologies for activities such as Statistical Process Control, datamining and process modeling.- Participate in Modeling and development of Process Control Strategy activities for new vaccinesand biopharmaceuticals (phase 2 or 3 onwards) and life-cycle improvements of existing vaccinesprocesses and testing.- Support global evolution of data science and support its implementation at the site. Promoteinnovation at the site. -
Developer/ConsultantAmpcus Inc Jul 2019 - Jul 2021Chantilly, Va, Us· Level 2 Certified in Appian· Moving clients off legacy systems and onto the low-code Appian platform, automating solutions.· Design, develop and implement Business Process Management (BPM) based solutions, process frameworks usingAppian software, analyze and develop BPM based apps in short sprint and release cycles as well as switchingbetween concurrent streams of work (developing in multiple languages, developing across applications.· Create organized project plans and sprint/release level milestones for on-schedule delivery of Appian solutionswhile abiding by Agile Methodology).· Create and modify database tables and views in MySQL and MariaDB to support application building process;support data migration, loading and conversion between data stores as needed.· Develop Appian reports and visualizations to graphically represent large and complex data sets.· Analyze business requirements and develop user stories to ensure developed solution meets stakeholder needs.· Create complex S.A.I.L development of interfaces, optimizing user experience and performance. -
Technical Writer/General ConsultantAumvis Pharmatec May 2018 - Jan 2019Vienna, Va, Us· Wrote standard summary reports for IQ/OQ & validation studies and comprehensive documentation for research studies.· Data management project; reviewed and reformatted Deviations, CCR, and CAPA records from Trackwise software in order to create easily transferrable backup records in PDF formatting.· Communicated and coordinated with coworkers in different time zones to manage strict project deadlines and optimize efficiency. -
Student ResearcherGeorge Mason University - College Of Science Jan 2017 - May 2017Fairfax, Virginia, Us· Formulated and conducted a study under Dr. Rebecca Forkner evaluating human sexuality and behavior.· Developed computer-generated dating profiles to assess the influence of education, location, age, gender, and sexual orientation in participants’ match selections. · Collected data and processed through statistical analyses such as standard ANOVA and T-tests using R.
Hemani C. Skills
Hemani C. Education Details
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University Of VirginiaData Science -
University Of VirginiaData Science -
The George Washington UniversityData Analytics -
George Mason UniversityGeneral
Frequently Asked Questions about Hemani C.
What company does Hemani C. work for?
Hemani C. works for Abbott
What is Hemani C.'s role at the current company?
Hemani C.'s current role is Senior Data Scientist.
What schools did Hemani C. attend?
Hemani C. attended University Of Virginia, University Of Virginia, The George Washington University, George Mason University.
What skills is Hemani C. known for?
Hemani C. has skills like Mysql, Scikit Learn, Git, Data Science, Biology, R Programming, Mongodb, Microsoft Powerpoint, Matlab, Linear Regression, R (Programming Language, Data Analysis.
Who are Hemani C.'s colleagues?
Hemani C.'s colleagues are Yasir Alharmali, Zikhona Zikho, Bruna Oliveira Moreno, Leena Martin, Ana Laura Bonelli, Sarah Das, Sandeep Gaud.
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