Below are the description and responsibilities of all the projects that I had undertaken during all my work experiences.
Aug'17 - Present: Data Scientist - Machine Learning at POC Medical Systems Inc.
Pandora CDx: The Pandora CDx™, developed by POC Medical Systems, is a technology platform designed for rapid, accurate, and portable disease screening at the point-of-care. This unique “lab-in-a-box” is a miniaturized version of the laboratory process contained within a microfluidic CD.
Develop Deep Learning model using NumPy, Tensorflow, Pandas in Python for predicting breast cancer with more than 90% sensitivity and specificity.
Integrate Deep Learning model to the mobile application where the trained model can predict the test data live.
Develop predictive models Linear Regression, SVM, Random Forest, Decision Trees, Clustering using various packages like e1071, Random Forest, ggplot, plotly, etc in R.
Generate interactive dashboard in Tableau displaying which biomarkers of individual patient are up or down regulated which helps the management to take effective decisions, to make the product more robust.
Manage database through EC2 instance.
Develop web application on Elastic Beanstalk (AwS) using Flask in Python for the internal use within the company where other departments can test the live data on the trained model.
Effectively communicate the results with the Management team through creative PowerPoint presentations.
Aug'16 - Dec'16: Graduate Analyst at Grand Valley State University, Michigan
SPOT Application: Our expanded platform SPOT connects the user through a web interface hosted on an Apache server, utilizes R, MySQL database, PHP, and JavaScript. The user can search the repository across selected platforms for time pattern like “peaks”.
Responsibilities Included:
Apply statistical analysis for multiple scales of data in Microarrays using R.
Loading the data into our local database.
Identify, analyze and interpret trends or patterns in complex data sets.
Created the complete database.
Data visualization using R, Tableau.
Perform data entry, time series analysis, predictive analysis and implemented Machine Leaning algorithms.
Designing labs for Knowledge discovery, Data mining concepts and Bioinformatics algorithms in R, Python, and MySql.
Sep'13 - Dec'15: Quality Analyst at Sphata Systems Pvt. Ltd. (Formerly known as HealthO5)
Client: PolicyMedical Inc. (Canada)
Environment: Groovy Grails, MySQL, Jenkins, Eclipse, Tomcat, BIRT
Project: PolicyManager, is a cloud-based web application which helps to manage policies and procedures, contracts, clinical order sets, regulations and standards in Healthcare facilities.
Responsibilities Included:
Liaised between Business Teams and Application Developers which involved translating business requirements to tech requirements, creating specs and setting up third-party apps from the ground up at client environments with strong communication skills.
Coordinated with off-shore teams and getting the relevant information for daily meetings.
Perform in-depth analysis in identifying the root cause of key business issues.
Generated dashboard for the reports using Tableau.
Created, edited and maintained statistical reports for daily and weekly meetings using Microsoft Excel(pivots, graphs, presentations and tables).
Strong skills in performing GUI, System, Usability, Functionality, Regression, Integration, range of web browsers (IE, Firefox, and Chrome.)
Modified Data Base (DB) values in MySql to validate new services and error condition.
Configured Continuous Integration (CI) jobs in Jenkins to run against latest code.
Client: Smart-Monitor (USA)
Environment: Java, Angular JS, MySQL, Eclipse, Jenkins, Tomcat
Project: SmartWatch is a wristwatch that continuously monitors movements and instantly alerts connected family members and caregivers upon the onset of repetitive, irregular shaking motion of the seizures, connected to the mobile application and web application.
Responsibilities Included:
Gathered Business/Functional user requirements, creating use cases as per user requirements, developing/designing diagrams such as Activity, Class, and or Sequence diagrams, and in addition to creating Business Requirements Document (BRD).
Well versed in documenting using Microsoft Office. Worked in fast-paced release environment (Agile methodology based on user stories).
Automated testing using Selenium web driver in JAVA.
Coordinated user acceptance testing (UAT) and provide SQL scripts and test data for business users to review data quickly and provide sign off.
Performed Exploratory Data Analysis, Data modeling, Data cleansing, Data Discovery and Report Development for the clients.
Validates the requirements with the stakeholders
Experience with Sprint planning, daily stand-ups, Sprint Reviews, Backlogs.
Sphata Systems Pvt. Ltd.
Environment: Java, ExtJS, MongoDB, BIRT, Servlets, JBoss 5.1
Project: Aayuwiz, is a product of Sphata Systems, complete healthcare solution that simplifies healthcare management & patient care. Attributed to be simple, flexible and beneficial to scale up productivity & performance of healthcare providers and consumers. The whole thing was designed to deliver on one of the most important aspects that concern and rendering better care to the patient community.
Responsibilities Included:
Formulating/defining specifications for future end state, designing Enterprise Architecture, Database design and Data Modeling.
Generated reports from EMR as requested by management staff.
Participated in the application deployment process.
Created unit test plans, execute unit testing and documents results to ensure it works as designed.
Provides reports on overall project progress.
Ensures the requirements are transparent and understood by all stakeholders.
Lead and manage customer readiness activities and project implementation teams in process improvement activities.
Utilized multiple SDLC methodologies including Waterfall, Agile, and Agile Scrum.
Developed project charter and project plan using MS project to lead a team of 5 to manage sprint backlogs.