Bibek Poudel
Data Scientist at CIRCANA, Chicago
- Role
- Data Science Analyst at Circana
- Location
- Columbus, OH, US
- LinkedIn followers
- 500 followers
About Bibek Poudel
Knowledge Areas: Data Structures, Algorithms, Data Analysis, Machine Learning, Database Management Azure /PySpark Project: Formula 1 Dominant Team and Dominant Driver using Azure Databricks Workspace-Configuration of Databrick Cluster-Data Ingestion which includes CSV, JSON (single and double lined), Multiple files format along with adding new column and defining schema using struct datatypes-Implementation of Databrick workflow using Child Notebook-Knowledge of Azure Data Factory. Covid patients Data Pipeline using Azure Databricks Workspace. Python Projects-Implementation of STOP-Bang Questionnaire: A Practical Approach to Screen for Obstructive Sleep Apnea-Lab Assistant for Python Programming for Undergrad Students at University of Toledo. Web-Scraping Project Scraped data for the data analysis project-Used bs4 module to import Beautiful Soup-Imported Request module to get response from server and to convert response into html texts. Used Beautiful Soup to parse data based on the tags-Knowledge of Selenium, Machine Learning /Python/TensorFlow Analyzing Datasets, Training, Testing, and Predicting Datasets along with Evaluating the models. Linear Regression -Boston House Price Datasets to predict increment in price based on other housing features-Ecommerce Customers Datasets to predict increment on profit based on web and app services. Logistic Regression -Titanic Survivor -Advertisement dataset (To check if user clicked on Ad) KNN with Python -Anonymized and classified data to predict target class. •Standardized variables using scaler and used elbow method to find K value. Decision Tree and Random Forest Classifier -Kyphosis Datasets-Lending Club Datasets. Neural Network and Deep Learning with TensorFlow-Keras Regression •House Sales Prediction -Keras Classification •Breast Cancer Diagnostic Datasets-Whether someone pays loan based on Historical data of customer. Hadoop Project: Analysis of Movie rating data using Hadoop. Importing movie data sets in HDFS -Programming Hadoop using Pig-Programming Hadoop using Spark-Using Hive for querying project’s requirement -Importing data into Hbase, Cassandra and MongoDB -Knowledge of Phoenix, Pestro, Zookeeper etc.
Experience
Data Science Analyst
May 2023 — Present · Chicago, IL, US
Education
The University of Toledo
Master's degree, Computer Engineering
2020 — 2022
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