Ruhee Shrestha

Data Engineer • Data Analyst • Frontend Developer • Boston, MA, US

Data Processing

Amazon Web Services

Data Scraping

Data Migration

SQL

Python

Available for hire fromNegotiable

Contracts

Full-Time Roles

Forward-Thinking Data Engineer enabling businesses with data migration, and processing solutions.

Experienced in performing data analysis, building data pipelines and performing automation tasks related to healthcare data using Python, SQL, and cloud based tools in AWS.

Projects

PL Soccer Data Analysis

• Conducted exploratory data analysis on Historical Premier League Data (2020-2023) through web scraping using Beautiful Soup and requests libraries. • Utilized matplotlib and seaborn to visualize and explore the dataset for exploratory data analysis (EDA) by creating line plots, bar plots, scatter plots, and histograms to understand the patterns in the data. • Applied feature engineering techniques to identify factors influencing team performance and goal scoring ability in the Premier League and utilized statistical methods, such as Poisson Distribution, as well as machine learning libraries to perform predictive analysis on goal scoring ability for each team. See More

BCG Data Science & Advanced Analytics Virtual Experience Program on Forage

Performed Exploratory Data Analysis, Feature Engineering, and applied ML predictive models to test hypotheses to predict the source of customers churning to a major gas and electricity utility provider based on historical customer and pricing data. See More

Work History

Software Engineer

Deerhold, LtdAug 2021 - Sep 2022 • 1 yr 2 mos• Built an automated data pipeline for migration to cloud-based data integration between SQL Server and Snowflake to reduce manual errors by an estimated 50% using AWS Glue. • Implemented rigorous ETL process involving data ingestion, processing and report generation of client data and scheduled daily migration of transformed data into Snowflake using SparkSQL functions based in AWS Glue’s PySpark. • Automated the manipulation of clients’ file imports coming from SFTP server using Python in AWS Lambda; communicated with the analysts for creating a BI solution for predicting file arrival dates by collecting the file metadata patterns using AWS Quicksight and set up notifications using SNS. • Collaborated with the team to create a scalable program using Python to validate, parse and generate EDI data (270/271) in semi-structured format (JSON/XML) and converted into a queryable database in AWS Athena for the backend of a healthcare provider search application.

Front End Developer Intern

FusemachinesJun 2020 - Aug 2020 • 3 mos• Expanded and improved the features and functionality of the Fuse Outreach Web app, a tool used by the Sales Team to gather information about prospective clients, using React Framework and Typescript. • Implemented APIs developed by back-end developer to receive and retrieve database of prospect’s information as CSV files and implemented reusable UI components while creating new features using React Framework

Education

Augustana College

Bachelor's of Arts, Computer Science, EconomicsAug 2017 - Jun 2021

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