Machine Learning Engineer Volunteer

• Feb 2023 - Present

Consulting with managers to determine and refine machine learning objectives. Transforming data science prototypes and applying appropriate ML algorithms and tools. Ensuring the algorithms generate accurate user recommendations. Developing NLP algorithms to analyze huge volumes of historical data to make predictions. Evaluating existing machine learning (ML) processes, performing statistical analysis to resolve data set problems, and enhancing the accuracy of our AI software's predictive automation capabilities. Show less

Data Modeler

• May 2023 - Jul 2023

Performing entity relationship and dimensional modeling using best practices and Maintain logical, conceptual, and physical data models, data dictionaries, and data flow charts. Analyzing data models, structures and makes recommendations to ensure high performance and storage efficiency. Design and develop complex SQL queries, stored procedures, tables, views, and ETL packages for large-scale management reporting using Erwin. Creating, configure, optimize, and troubleshooting SQL and DDL code. Collaborate closely with solution architects, DBAs, and application developers to optimize data models, code, and indexing in DB2 and SQL Server. Conduct application analysis and design data modeling strategies to collect and integrate data into the centralized data warehouse. Participate in SQL development reviews, including the review of ad hoc scripts, stored procedures, triggers, and other database objects. Ensure data integrity by analyzing, testing, validating, and certifying data system tables in alignment with business requirements and technical specifications. Show less

Data Team Lead and a co-founding member

• Jan 2020 - Dec 2022

JENGA School is a professional development institution bridging a vital gap in the Tech ecosystem by providing rigorous programs in Data Science, AI, and Software Engineering. We are impacting our programs by fostering leadership, excellence, and impact. Conducted market research through designing and administering surveys and polls. Conducted and implemented the required policies and procedures that reflected actual goals, tasks and workflows, while meeting all regulatory compliance requirements. Implemented and oversaw the deployment of warehouse management system software applications to enable centralized management of tasks and data such as ERPNext. Synthesized complex analytics and derived insights and procedures that increase lead generation by 50%. Created dashboards for data visualization using Air–table, Tableau, and Power BI. Responsible for database administration and maintenance. Managed and ensured systems are integrated correctly to provide required services. Managed and maintained accurate and up-to-date records of customer accounts and transactions. Developed data pipelines, processes, and models to scale products. Created data frameworks to expedite decision-making, sales, and customer service, and identify opportunities. I am a champion of data democratization. Show less

• Nov 2019 - Nov 2021

• Nov 2020 - Apr 2021

Research Assistant

• Apr 2017 - Nov 2018