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Shreya Salgia

Shreya Salgia

Student

University of Maryland Baltimore County

Technologies

My Portfolio Highlights

My New Course

Intermediate Python

Analytical wordsmith, crafting stories with data as the pen and curiosity as the ink.

My Work

Take a look at my latest work.

course

Introduction to Power BI

course

Intermediate SQL

course

Intermediate Python

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

My Work Experience

Where I've interned and worked during my career.

Summit Human Capital (Duke Energy) | Dec 2023 - Jul 2024

Data Scientist

• Developed short-term load forecasting models to predict one-day-ahead and seven-day load forecasts using logistic regression, incorporating various calendar, weather, and temperature features. Customized features through feature engineering, achieving Mean Absolute Percentage Errors ranging from 2 to 4 • Deployed the models in the pipeline using AWS, Terraform, and Vault, followed by monitoring with AWS CloudWatch and S3. Calculated Mean Absolute Percentage Errors (MAPEs) for day-ahead forecasts over seven days from generated log files. • Devised a curtailment algorithm for solar distribution sites using recloser and active power data from PI (Plant Information Servers), based on the taglist derived from the site data. Interpolated the data with engineering values prorated for the recloser status(OPEN). • Monitored the curtailment algorithm in production and resolved day to day errors in the code for specific sites. • Generated curtailment reports for transmission sites using an automated algorithm that retrieves data from DynamoDB for each unique site ID. Scanned through parameters such as time curtailed and amount of power curtailed at hourly intervals. • Queried databases in DBeaver to retrieve missing, miscalculated, and misinterpreted values for Meter ID, Line Sensor, and Recloser, ensuring they corresponded with values from the PI server and the portal page.
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Red Dot Foundation | Dec 2020 - Jul 2021

Project Management Intern

• Participated as a member of a cross-functional team of 10 in support of the UN Commission for Social Development 2021, deploying SQL and Tableau for data-driven project management and effective communication. • Constructed and maintained a dynamic event webpage on WordPress, incorporating event banners, posters, and archives for enhanced online visibility and digital marketing. • Orchestrated collaboration with global ambassadors, international organization leaders, and national organization representatives to curate a high-impact event panel, demonstrating proficient stakeholder management. • Streamlined bi-weekly communication with co-chair’s team and UN representatives, using Tableau for visual project updates, ensuring aligned efforts through agile method- ology. • Headed the content strategy for social media marketing, leveraging data analysis with SQL and Tableau to increase page followers, promote events, and spotlight Sustainable Development Goals. • Provided critical live event support, managing queues, capturing highlights, and synthesizing a comprehensive event report in Tableau for team review and continuous improvement. • Collaborated with a team of 6 for the High-Level Political Forum 2021, and attended key events at the NGO CSW forum. Developed ad hoc reports in Excel for real-time updates on statistics and organizational alignment.

Digimedia Today | Sep 2020 - Apr 2021

Data Analyst

• Conducted a comprehensive SEO audit, including keyword research, on-page, and competitor analysis, leveraging Google Analytics, SQL, and Python to glean dataa and business driven insights for website optimization, SERP visibility, and performance potential. • Formulated and refined advanced SEO strategies through extensive A/B testing and iterative SEO enhancements, catalyzing a 40% boost in organic website traffic and a 25% improvement in SERP rankings. • Used Google Analytics for real-time monitoring and data mining of website traffic, fortifying data-driven business decision-making, CMS enhancements, and SERP optimiza- tion. • Leveraged Tableau for data visualization, transforming website traffic data into clear, actionable insights for strategic decision-making and effective stakeholder communication. • Employed Google Docs for meticulous document creation, robust data tracking, and peer review, enhancing data accuracy and alignment with SEO goals and stakeholder KPIs.

My Education

Take a look at my formal education

Master's in Data ScienceUniversity of Maryland Baltimore County | 2023
Bachelor of Engineering in Computer Science and EngineeringUniversity of Mumbai | 2019

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