Isha Singh Email & Phone Number

Washington, Dc, Us

Tysons Corner, Virginia, United States

Mclean, Virginia, United States

· Worked closely with a top FinTech firm to understand key business requirements within the strategic data initiative primarily· Helped design a corporate data platform to improve data storage, transformation, and warehousing. · Gathered details regarding which tooling options our client should move forward with for each data workstream. · Contributed to the creation of data documentation and data dictionaries to ensure a clear understanding of data definitions and usage across the organization.

Researched LLMs by investigating the vector embeddings of different prompts. Applied perturbations to test for hallucinations. Aided the US Navy in understanding certain models on a security standpoint.

Virginia, United States

Deepening my understanding and skills in the following programming competencies: data structures & algorithms, front end & back end development fundamentals, versioning, application security, and project management.

Boston, Massachusetts, United States

- Gathered the details of the business needs by interacting directly with C suites, arranged meetings and documented all the requirements. Understood the responsibilities and roles of the CIO and his delegates, all while creating the persona template.- Communicated across the Data Visualization and Reporting team, leadership, and stakeholder regarding the design of the persona development using UXD best practices- Developed dashboards by using natural language processing tools, such as Sisu and PowerBI Q&A

Mclean, Virginia, United States

· Responsible for designing and developing a RFP response predictive automation process.· Provided a data engineering solution by connecting MS Teams (Azure Cloud) to a S3 bucket (AWS Cloud) utilizing Power Automate. Increased the speed of the manual process by 97% through innovative data pipelining techniques.· Aimed to build an Random Forest model in AWS SageMaker for binary classification, predicting the success rate of the RFPs.

- Had to pitch a hypothetical product of "Zuckflix", and was tasked with investigating what content Meta should be investing and producing for Zuckflix- Analyzed the Netflix Movies and TV Shows dataset on Kaggle to analyze trends in the content Netflix is adding to their catalog.- Queried the dataset using Microsoft SQL Server Management Studio in understanding key metrics.- Loaded and analyzed dataset on Jupyter Notebook, while programming in Python, used advanced data visualization and analysis to understand certain patterns and trends.

Blacksburg, Virginia, United States

▪ Analyzed the Broadband Usage unstructured dataset at the state level and how it differed across the six regions of the US, post-pandemic. Applied statistical modeling techniques and conducted a multiple comparisons analysis by running multiple tests, such as Tukey’s Multiple Comparisons Test and a QQNorm plot for normality, utilizing RStudio.▪ Conducted quantitative and qualitative analyses to conclude that the data supports the notion that there is a Digital Divide that needs to be addressed. There seemed to be a strong linear relationship between the pandemic and the Broadband usage within the six regions of the U.S▪ Inspired from the Covid-19 pandemic and the relationship between the effect of the pandemic and the geographical division

Mclean, Virginia, United States

· Responsible for the design, development, and support of the automations of multiple business processes using both attended and unattended bots.· Utilized UiPath Automation Platforms, such as building automations using UiPath Studio/StudioX as well as learning to manage and debug the automations utilizing UiPath Orchestrator to improve the efficiency of business and clinical workflows.· Provided technical support to robot operators and software engineers through system troubleshooting and diagnostics.· Improved the business’ manual processes by integrating UiPath’s OCR technology to establish an automation for the use of data cleaning and preparation of multiple Excel files.· Leveraged knowledge in UI Automation in UiPath, Python, SQLite

Bachelor'S Degree, Computational Modeling & Data Analytics

Activities and Societies: - CMDA (Computational Modeling & Data Analytics) Club - Virginia Tech Bhangra Team - The Association of Women.

Master'S Degree, Analytics - Ai