Dhvani Patel
Data Scientist @Thermo Fisher Scientific
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WORK HISTORY
Data Scientist @Thermo Fisher Scientific
US
Data Analysis and ML Development using RT-PCR data to improve the performance of COVID-19 detection assay-Performed in-depth data analysis and built ML algorithms using customer complaint RT-PCR data to identify common failure modes to assist fi eld teams foreff ective on-site troubleshooting, improve customer training to reduce customer errors and give valuable feedback to R&D team for Assay Development-Carried out statistical analysis using on-field customer data to determine the standard deviation of various parameters to identify outliers-Built scripts to extract data from multiple sources (.xml fi les, DA Software, JIRA) using APIs and parsing techniques; generate reports using data analysis pipelines; created dashboards using Power BI to display high level customer issue trends by instrument type and assay platform.Web Development (Volunteering Project as a part of Practical Process Improvement Initiative in Company)-Built a complete dynamic web application for the tech support team that supported uploading data fi les, performed data processing and data analysis to generate reports using HTML, CSS, Javascript, PHP and Python.
EDUCATION
University of Southern California
Master of Science, Biochemistry and Molecular Biology
Chaitanya Bharathi Institute Of Technology
Bachelor of Technology, Biotechnology Engineering
Sadhana Sangeet Vidyalaya, Mumbai
Hindustani Classical Vocals
Metis
Data Science Immersive
Sri Chaitanya Junior College, Secunderabad
Maths, Physics and Chemistry
ABRSM
Piano
ABOUT DHVANI PATEL
Data Scientist/AI Engineer with most recent work in fine-tuning AI models, training deep neural networks and previous experience in building supervised ML models. A passion for building user-focused impactful products, exploring every aspect of a product development from AI to application development.
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