Category: Data Science

website portfolio profiles education 112011 jessica claire 100 montgomery st 10th floor 555 4321000 resumesampleexamplecom 082007 certifications phd materials science engineering mcgill university montreal qc master science materials science engineering mcgill university montreal qc project management professional pmp pmi six sigma black belt cssbb asq professional engineer peng peo skills ml models regression classification clustering feature engineering data cleaning pca vif lasso smote ml deployment hyperparameter tuning cross validation ml pipelines streaming analytics ml lifecycle mlflow tracking registration ml framework r scikitlearn pyspark ts forecasting prophet arima dl tensorflow nlp vectorizer word embedding transfer learning sentiment analysis vader data visualization tableau power bi qlik sense oac microstrategy rshiny plotly data engineering databricks structured streaming hadoop ecosystem teradata db2oracle edw cloud migration aws ec2 s3 redshift sagemaker lambda eventbridge azure data factory sql ml studio gcp gcs bigquery cloud composer cloud function devops platform gitlab work history 082019 current consultant deloitte florham park nj client cio oct 2022 present modernizing endpoint security operations infrastructure project client healthcare provider sep 2021 aug 2022 provided development leadership support endtoend execution validation data migration legacy onprem oracle db2 cloud using gcp services cloud function cloud composer gcs etc databricks databricks structured streaming used move cdc data kafka also involves configure sizing optimization databricks clusters develop machine learning capabilities streaming data streaming analytics using pysparkmllib ml pipelines provide realtime prediction capability ie member outreach flight risk etc large volume data client healthcare provider feb 2021 sep 2021 develop nlp based machine learning deep learning models tensorflow analyze predict claims outcome azuredatabricks automated pipeline using hive metastore databricks workflow provide data analytics support risk adjustment cms star quality experiences medicare beneficiaries work involves understanding health insurance risk quality concepts data transformation azuredatabricks automated pipeline databricks jobs load arangodb frontend d3js reporting client global pharmaceutical sep 2019 may 2020 capacity modeling clinical development network using process prediction bayesian regression discrete event simulation des models include development network oral solid dosage osd drug product small molecule biologics drug substance training data prepared automated using aws redshift sagemaker lambda eventbridge frontend developed deployed using rshiny domino data lab client postal services jul 2020 sep 2020 develop endtoend analytics modeling strategies based current processes clients business need involves connecting data sources visualization platforms using database connectivity rest api develop multiclass text classification model using scikitlearn survey data surveymonkey client natural resources sep 2020 feb 2021 implemented automated data pipeline using sap bw power bi powerapps data gateway provides real time reporting financial transactions cost models cost forecasting stakeholders utilize azure ml studio develop model multiple linear regression mlr predict cost per operating unit integrate power bi 042014 082019 continuous improvement lead tenneco automotive elizabeth new jersey develop endtoend data solution using rbased data acquisition onpremise sql server osisoft pi lims transformation predictive modeling product classification production outputs visualization rshiny deployment lan server implemented power bi analytics reporting capability develop engine failure model using mine haul truck data hortonworks hadoop environment pyspark mllib time series forecasting salesdemand des model development determine eoq 112011 042014 process engineer glencore plc sudbury ontario statistical process control spc process capability analysis using matlab coppernickel separation process optimization using predictive modeling multiple linear regression design experiments doe implement maintenance contract management best practices improved scheduling using ms project tracking progress conducting lessons learned develop maintenance kpis using sap vba track pms cost overruns facilitate plant wide idea generation public applications web app develop machine learning models processing social media twitter reddit etc feeds using databricks sql data visualization pipeline snowflectanalyticsshinyappsiosocialnet