Data Scientist

• Apr 2023 - Present

Data Scientist

• Oct 2022 - Feb 2023

●Preprocessed and aggregated a million records and performed a predictive analysis that helped to reduce the manual labor associated with claim reviews. ● Performed data wrangling and ingested the model into the cloud-based AI tool (Aible) and defined the cost for every wrong prediction and every correct prediction by using the confusion matrix. ● Applied per unit labor(investigation) costs for each of the denied claims, and trained the model with classification ML algorithms thereby producing optimized value ● Achieved an accuracy of 83% with the best fitting model as XGB boost by evaluating the investigation efforts after running the model predictions. Show less

Data Scientist

• Aug 2021 - Feb 2023

Developed a Flask web application utilizing appseed template that interacts with model predictions to submit, classify, and view the claim records ● Performed EDA on data, utilized SMOTE, Hash Encodings, Truncated SVD methods for feature selection & dimensionality reduction. ● Implemented a hypothesis and evaluated the data with different ML models by using Logistic models and autoviml with an accuracy score of 94% and f1 score of 80%. MLOps Accelerator - implemented and utilized the DXC MLOps Accelerator tool to deploy machine learning models in the Azure cloud for clients. ● Created Terraform scripts to provide infrastructure and cloud resources for various settings. ● Developed a pipeline for data preparation to register the dataset and ML datastore. ● Built a CI/CD pipeline in Azure DevOps to train the machine Learning model, to register and deliver to Kubernetes. ● Utilizing Azure Machine Learning Service to produce reusable Model Pipelines for model training, evaluation, and monitoring. ● Developed and maintained an Azure Dashboard to track the effectiveness and application of machine learning models. AI -starter – Web development ● Developed front end website architecture using react , MUI and other UI components, including translating designer mock-ups and converting wireframes into frontend code ● Designed user interaction on web pages and ensure cross platform optimization and browser compatibility ● Developed API’s using flask framework and python libraries. ● Performed Code review and merge pull request, ensured the code changes are deployed on every sprint demo. ● Created the Application code pipeline for test, dev and prod environments. Show less