Arpita Parmar
AI/Machine Learning Lead
San Diego,California
Summary
- Seasoned, skilled and multifaced Data Analytics/AI/Data Science leader, with more than 18 years of experience in data driven solution implementation in various industries such as healthcare, defense, retail, medical device, insurance.
- Deep understanding of AI, big data,analytics & complex software engineering concepts.
- Hands-on technical leader with track record of building and growing data teams.
- Adapt at managing operations and leading high-performance teams to achieve quality results within set deadlines.
- Sharp business acumen in product and consulting environment to build a service vision and roadmap that con tributes to the success of organization
- Holds a Secret level Security Clearance
Overview
22
22
years of professional experience
3
3
years of post-secondary education
Work History
Artificial Intelligence/Machine Learning Lead
InnovaSystems International, LLC
san diego, CA
02.2020 - Current
- Managing Data Science,Data Analytics projects and a team of data engineers, data scientist, data analyst though development,support,delivery and service management.
- providing technical and analytic direction, guidance and roadmap on ML and Data Analytics projects. Deep technical expertise and strong data analysis skills.
- A through understanding of machine learning based product development in a team and a strong track record of delivering products.
- owns many data processing pipelines using Apache Spark, PySpark, Python as well as traditional ETL approaches.
- Identify new applications for ML across company,clients and work with business partners to pilot project.
- Projects: Climate change & its effect on Military Readiness, Covid and its effect on military readiness,identifying key entities from texts and building question answer system,deep learning analysis of text embeddings through BERT transformers,Forecasting military readiness,Forecasting aircraft availability,Employee churn analysis for military, Analyzing personnel shortfall in military and its impact
- Prioritize and maintain the data and content product backlog, ensuring strategic alignment, guiding the team’s contributions to overall company objectives
- Strategizing and driving Data product strategy with the key stakeholders
Lead Data Scientist
Decision Sciences
san diego, CA
02.2019 - 02.2020
- Design, development and management of data science products using NLP,customer segmentation, churn analysis, Geo spatial analysis.
- As a product define goals, set priorities for developing features and AI based products.
- Specialized Projects:Built 3D image unsupervised segmentation models with WNet architecture using TensorFlow,Built3D image supervised classification models with Convocational neural network and Keras TensorFlow,Built Model Tracking utility which track and reproduces deep neural network models including metrics, hyper parameters,Build a utility which visualizes Activation, Weights, Gradients of a neural network.
Principal Data Scientist
ParTech, Inc
san diego, CA
04.2018 - 01.2019
- Implemented randomized sampling techniques for optimized surveys.
- Improved data collection methods by designing surveys, polls and other instruments.
- Responsible for leading, defining vision and strategy for Data Science department
- spearheaded a fraud detection project for a Saas Company that used AWS storage, supervised and unsupervised models to detect fraud transactions in retail.Created data pipeline in AWS using DMS, S3, lambda functions(server less architecture),
- AWS Glue, Redshift that enable statistical modeling for Customer Churn and Fraud Detection Analysis
Principal Data Scientist
InnovaSystems International, LLC
san diego, CA
06.2015 - 04.2018
- Worked with stakeholders to develop quarterly roadmaps based on impact, effort and test coordinations.
- Utilized advanced querying, visualization and analytics tools to analyze and process complex data sets.
- Built company A/B testing frameworks to test model quality.
- Applied statistical and algebraic techniques to interpret key points from gathered data.
- Design develop and manage data science products such as clustering,forecasting, HR analytics.
- Coordinate and communicate data and model amongst stakeholders throughout product, engineering and business strategy teams
Data Architect
Cardinal Health
san diego, CA
01.2013 - 06.2015
- Led data warehouse architecture project for patient visit and patient prescription across various systems.
- Built various models using Kimball and data Vault design principles for the patient medical record.
- led the effort of Master data management and data governance project that focused on creating single source of truth for a patient.
- Migrated numerous legacy systems to newer technologies, reducing costs and enhancing efficiency of computing tasks.
- Drafted conceptual and logical data models for high-level system planning tasks, optimizing each model to customers' needs and budgets.
Data Analytics Consultant
CareFusion, Mitchell intrenational • san diego
, CA
01.2012 - 12.2012
- Worked as a consultant for two companies in Business Metrics & Analysis team responsible for the development of Data
- Pipelines for data coming from more than 20 sources
- Integrated and prepared varied data sets, utilizing multiple data sources.
Data Engineer
MedImpact
san diego, CA
04.2002 - 06.2009
- Developed information system for analyzing and visualization of data from Pharmacy benefit system.
- Analyzed, implemented reports.
- Working across cross functional teams to identify analytics needs
Database Developer
United Health Group
San Diego, CA
07.2002 - 05.2006
- Created BI Solutions for various clients including County of San Diego Mental Health System.
- Wrote and maintained technical and functional specifications to document database intentions and requirements.
- Built databases and table structures for web applications.
- Identified issues within databases, performed troubleshooting and implemented effective solutions.
Education
Masters of Science - Software Engineering
National University
School Of Engineering 01.2012 - 06.2014
AI 900 : Azure Artificial Intelligence CertificationMicrosoft -
Azure
01.2022 - 08.2022
Skills
Organizational Leadership
Timeline
AI 900 : Azure Artificial Intelligence CertificationMicrosoft -
Azure
01.2022 - 08.2022
Artificial Intelligence/Machine Learning Lead
InnovaSystems International, LLC
02.2020 - Current
Lead Data Scientist
Decision Sciences
02.2019 - 02.2020
Principal Data Scientist
ParTech, Inc
04.2018 - 01.2019
Principal Data Scientist
InnovaSystems International, LLC
06.2015 - 04.2018
Data Architect
Cardinal Health
01.2013 - 06.2015
Masters of Science - Software Engineering
National University
01.2012 - 06.2014
Data Analytics Consultant
CareFusion, Mitchell intrenational • san diego
01.2012 - 12.2012
Database Developer
United Health Group
07.2002 - 05.2006
Data Engineer
MedImpact
04.2002 - 06.2009
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