Sarah Hadi Email & Phone Number

Washington, Dc, Us

Washington, District Of Columbia, United States

Tysons Corner, Virginia, United States

Richmond, Virginia, United States

- Utilized Python, Pandas, RdKit, Scikit-Learn, and PyTorch in conjunction with Huff computational resources to develop, implement, and evaluate the performance of machine learning models, including Soft Trees, for advanced chemical data research projects. - Demonstrated competency in exploratory data analysis, data cleaning, preprocessing, and understanding computational demands to ensure high-quality, scalable datasets for analysis and training.- Independently built neural network… Show more - Utilized Python, Pandas, RdKit, Scikit-Learn, and PyTorch in conjunction with Huff computational resources to develop, implement, and evaluate the performance of machine learning models, including Soft Trees, for advanced chemical data research projects. - Demonstrated competency in exploratory data analysis, data cleaning, preprocessing, and understanding computational demands to ensure high-quality, scalable datasets for analysis and training.- Independently built neural network layers and applied deep learning methodologies to enhance research outcomes. - Consistently updated and scaled up codebase to meet evolving project requirements and computational demands, optimizing model performance through hyper-parameterization techniques.- Proposed innovative approaches, including Soft Gradient Boosted Trees, to enhance research outcomes and methodologies.- Demonstrated a strong commitment to project organization, file management, and project planning, creating diagrams and maintaining meticulous notes.- Facilitated knowledge transfer by providing well-commented code, results, notes, and presentations, streamlining the onboarding process for future team members. Show less

Richmond, Virginia, United States

- Fostered cross-functional teamwork as a Data and Analytics Consultant Intern, contributing to the development of live data management and cloud storage for a mock client and supporting efficient project execution with Jira.- Actively engaged in client-facing activities, including weekly meetings to present project updates, gather feedback, negotiate changes based on resources and time constraints, and effectively communicate organizational change management (OCM) insights.- Authored… Show more - Fostered cross-functional teamwork as a Data and Analytics Consultant Intern, contributing to the development of live data management and cloud storage for a mock client and supporting efficient project execution with Jira.- Actively engaged in client-facing activities, including weekly meetings to present project updates, gather feedback, negotiate changes based on resources and time constraints, and effectively communicate organizational change management (OCM) insights.- Authored and maintained comprehensive documentation for clients, including data change logs, ETL pipeline diagrams, data dictionaries, meeting agendas, and recommendations.- Conducted exploratory data analysis to evaluate data quality and inform on trends prioritized by client needs and requests.- Developed Python code using PySpark to efficiently clean large data files, reducing storage demands and enhancing data quality.- Generated and uploaded mock data in MySQL in both demo and development databases, promoting a seamless workflow and minimizing information silos.- Gained knowledge about AWS relational databases and ERD (entity relationship diagram) design.- Played a key role in creating a customer-focused Executive-Suite dashboard page on Power BI with dynamic date and location filters, utilizing DAX and Power Queries for insightful data visualization. Show less

Richmond, Virginia

- Proficiently utilized Python libraries (pandas, numpy, regex) to automate data processes and aid in techno-economic analysis of data involving active pharmaceutical ingredients. I designed and implemented code for file extraction, data cleaning, and uniform storage transformation.- Led the revamp of the Medicines for All (M4All) website, aligning aesthetics and functionality with the Institute’s mission to attract diverse stakeholders. - Conducted extensive research on the… Show more - Proficiently utilized Python libraries (pandas, numpy, regex) to automate data processes and aid in techno-economic analysis of data involving active pharmaceutical ingredients. I designed and implemented code for file extraction, data cleaning, and uniform storage transformation.- Led the revamp of the Medicines for All (M4All) website, aligning aesthetics and functionality with the Institute’s mission to attract diverse stakeholders. - Conducted extensive research on the organization's purpose, pain points, and objectives. I led content strategy efforts, including graphic design, web content writing, animation storyboarding, and accessibility enhancements.- Offered alternative solutions, collaborated with different departments within the organization, and maintained clear communication while troubleshooting issues. Show less

Ashburn, Va

-Instructed students in mathematics, helped with homework, graded assignments, kept progress logs of students-Communicated with parents on progress of students and managed learning outcome plans