Manish Khanal

Location

Morton Grove, IL
Morgantown, WV
Education
    Lewis University
    January 2023 - December 2024
    degree
    Master's
    major
    Data Science
Work Experience
    Schools Data Liaison
    Graduate Assistant
    Romeoville, IL, US
    August 2023 - present
    company
    Schools Data Liaison
    title
    Graduate Assistant
    overview
    - Developed predictive models (Random Forest, XG- Boost) to forecast student grades using attendance, demographics, and academic performance data - Analyzed student data, identifying key factors influencing performance, improving intervention success by - 15 - Created Tableau and Matplotlib dashboards to track student performance and attendance, supporting datadriven - Built ETL pipelines to automate data processing, cutting manual effort by 25 - Applied NLP (using NLTK, Spacy) to analyze openended feedback, improving program insights
    FlexTecs Nepal
    Deputy HR Manager AND Data Analyst
    NP
    September 2013 - December 2022
Skills
AirflowAmazon Elastic Compute CloudAmazon RedshiftAmazon S3Amazon Web ServicesApache HadoopApache HTTP ServerApache SparkArtificial IntelligenceAutomationAWS GlueBootcampCloud ComputingDashboardsData AnalysisData MiningData ProcessingData ScienceData Storage TechnologiesDecision Making SkillsDemographicsEmployee Performance ManagementEmployee RetentionExtract Transform Load (ETL)Forecasting SkillsHR AnalyticsImage ProcessingInformation EngineeringJob Satisfaction MonitoringKerasKnowledge of MathematicsKnowledge of StatisticsMachine LearningMatplotlibMentoringMetricsMicrosoft AzureNetworking SkillsNLTK (NLP Analysis)NoSQLNumPyPandasPassionatePredictive ModellingProgramming LanguagesPython (Programming Language)PytorchRandom ForestRecruitmentScikit LearnShell ScriptSpacySQL DatabasesStrategies of PricingTableau (Software)TensorflowVisualization