06/26/2024 updated
100 % available
ML engineer Data Scientist
Chennai, India
Worldwide
MCAHTMLJava (Programming Language)PHPAdobe DreamweaverApplication Programming Interfaces (APIs)Agile MethodologyAmazon Web ServicesAmazon S3Data AnalysisBusiness LogicSoftware ApplicationsLAMP StackBig DataBootstrap (Software)Cascading Style Sheets (CSS)
Dreamweaver, Agile methodologies, Redshift, S3, AWS, API, large datasets, Bootstrap, business logic, CSS, CI/CD, Customer Data, customer data management, analytics, data cleansing, data ingestion, Data Integration, Data Lake, Data Management, data pipelines, Data Visualization, Data Services, database, DevOps tools, Eclipse, Elastic Beanstalk, EMR, encoding, XML, Flask, Gimp, GitHub, HTML, Computer Science, jQuery, Java, WAMP, Linear Regression, Logistic Regression, Machine Learning, Marketo, Matplotlib, MySQL, Naive Bayes, Named Entity Recognition, Natural Language Processing (NLP), NetBeans, NumPy, PHP 5.3, PHP, Pandas, Performance Monitoring, Practice Management system, Python Programming, Python, SQL, Scikit-learn, Serverless, SOAP, Computer Application, app development, SVN, supervised learning, Java Swing, SDLC, Tableau, Tortoise SVN, web analytics, web-based, webpages, XGBoost
Experience
Professional experience5 - 10 years
Freelancer since2020
Languages
EnglishFluent
Project history
Successfully developed and executed four key projects, including three machine learning (ML) prediction models for
Revenue Cycle Management (RCM) and one Natural Language Processing (NLP) Named Entity Recognition (NER) project
for predicting medical codes from doctors' notes.
Strategically Designed Cost-Effective Model: Created and implemented a model that significantly reduced operational
costs and optimized resource allocation while streamlining payment collections. This initiative led to the acquisition of
new partnerships with healthcare providers.
Comprehensive Data Science Project Engagement: Involved in the full lifecycle of data science projects, encompassing
data collection, data cleansing, statistical modelling, and data visualization. Demonstrated expertise in managing large
datasets and applying standard supervised learning algorithms, including Linear Regression, Logistic Regression, Naive
Bayes, Decision Trees, Random Forests, AdaBoost, Gradient Boosting, and XGBoost.
Product Integration and Enhancement: Successfully integrated the NLP NER-based project into the core product,
resulting in improved accuracy and efficiency in medical coding.
Revenue Cycle Management (RCM) and one Natural Language Processing (NLP) Named Entity Recognition (NER) project
for predicting medical codes from doctors' notes.
Strategically Designed Cost-Effective Model: Created and implemented a model that significantly reduced operational
costs and optimized resource allocation while streamlining payment collections. This initiative led to the acquisition of
new partnerships with healthcare providers.
Comprehensive Data Science Project Engagement: Involved in the full lifecycle of data science projects, encompassing
data collection, data cleansing, statistical modelling, and data visualization. Demonstrated expertise in managing large
datasets and applying standard supervised learning algorithms, including Linear Regression, Logistic Regression, Naive
Bayes, Decision Trees, Random Forests, AdaBoost, Gradient Boosting, and XGBoost.
Product Integration and Enhancement: Successfully integrated the NLP NER-based project into the core product,
resulting in improved accuracy and efficiency in medical coding.
Built new features for the internal SDLC management tool called IPM. Documented business logic stabilize tool to
manage 100+ projects across the organization. Integrated DevOps tools and modified the dashboard ready for
Agile methodologies. Implemented project management metrics/KPIs in the tool as charts and graphs
Key Responsibilities Expertise on Tools
* Analysis * PHP 5.3 and MySQL
* Business case building * WAMP and XAMP
* Development and Integration * HTML, CSS, JS and jQuery, SOAP and XML
* Bootstrap (Twitter)
* VI Editor, CVS and GitHub
* CI/CD integration with PM tool
manage 100+ projects across the organization. Integrated DevOps tools and modified the dashboard ready for
Agile methodologies. Implemented project management metrics/KPIs in the tool as charts and graphs
Key Responsibilities Expertise on Tools
* Analysis * PHP 5.3 and MySQL
* Business case building * WAMP and XAMP
* Development and Integration * HTML, CSS, JS and jQuery, SOAP and XML
* Bootstrap (Twitter)
* VI Editor, CVS and GitHub
* CI/CD integration with PM tool
(Offshore development center for Eagle Creek Software Services)
Web Developer
Developed web-based application for e-commerce and marketing-based company. Served hundreds of marketing
teams by developing marketing campaigns. Automated campaigns for multiple events on different time
frequency. Integrated Marketo with e-commerce webpages to send and manage marketing campaigns. The
primary technologies and tools used were PHP 5.3, MySQL, WAMP and XAMP, HTML, CSS, JS and jQuery, CVS and
SVN and Marketo integration
Web Developer
Developed web-based application for e-commerce and marketing-based company. Served hundreds of marketing
teams by developing marketing campaigns. Automated campaigns for multiple events on different time
frequency. Integrated Marketo with e-commerce webpages to send and manage marketing campaigns. The
primary technologies and tools used were PHP 5.3, MySQL, WAMP and XAMP, HTML, CSS, JS and jQuery, CVS and
SVN and Marketo integration
Certificates
TreasureData
Treasuredata2022