- Developed generalized SQL compilers in Python executed via snowflake-connector-python, reducing boilerplate - Model Development: retail/sku level demand & inventory forecast, price elasticity inference, price optimization - Replaced PySpark and SnowSQL ETL / data processing steps with Pandas analoges, improving cost & readability - Code Optimization: replaced core pre-processing class with vectorized pattern, shaving 30 min runtime to 40 sec - Updated venvs / Dockerfiles to remain compliant with MLOps, and introduce new functionality to our repository - Completed Airflow to AWS SageMaker migration; updated and built new DAGs; increased unit-testing coverage

- Developed a rapid dashboarding framework to build interactive web apps distilling petabyte-scale Spark clusters - Productionized a pipeline that automates pptx presentations and dashboard refresh for a new Weekly SEO Report - Built a statistics module for users to quickly check assumptions, perform t-tests and generate confidence intervals - Performed routine EDA and developed nine resulting dashboards exposed to global internal traffic using Dash - Recorded a training series on project management with automated kanban in GitHub via VS Code integration

Responsible for development and maintenance of production data pipeline, including aggregation of large amounts of data (10^8 rows) from high dimensionality star schema relational databases, cleaning and processing data using custom abstracted jobs, ad hoc EDA & visualization, code curation & debugging, developing metrics, producing tables for, and developing professional dashboards in Tableau for internal and external clients. Toolkit: GitHub, Conda, Python in VS Code & JupyterLab (pyodbc, sqlalchemy, dask, snowflake.connector, pandas, scikit-learn, matplotlib, seaborn, user-defined classes/methods), SQL (Snowflake, SQL Server & via ODBC/sqlalchemy in Python), Tableau.

Responsibilities include but are not limited to: analyzing Google advertisements and marketing campaigns developed by AdSense customers, examining the anonymous activities of users of the Google Search Engine to determine intent, and evaluating the semantic relation between these two. Further responsibilities include analyzing different applications of the engine's algorithms in order to provide a more human experience to end users.

Responsibilities include but are not limited to: key accounts management, direct eCommerce management, product development, supply chain management, inventory management, accounts receivable, marketing, and operations management.

Responsibilities include but are not limited to: oversight of production processes, inventory management, supply chain management, order fulfillment, key accounts, shipping, human relations and customer service.

Responsibilities involve business development activities including but not limited to developing business proposals for emerging companies, market research, competitive analyses, consumer research, distribution strategy, etc. Duties related to financial role involve pro forma projections, ROI calculations, break-even analyses, among similar metric derivation and methodology. Duties related to Media Production include assisting in production of photo media via talent acquisition, photoshoots, and other aspects of production. Additional duties arise regularly on an ad-hoc basis.

Responsibilities predominantly involve executive staff and main product group consultation regarding primary corporate issues and research analysis. This consultation aids in decision making pertaining to business development, marketing campaigns, product development, mid-range planning, strategic partnerships, among other considerations. This is accomplished using a variety of quantitative and qualitative methods which are comprehensively scrutinized using scientific methodology. Additional responsibilities include interdepartmental liaison assignments, vetting statistical analysis methods, corresponding with international departments, scrutinizing research methodology, managing an online respondent community, establishing general insights from team meetings, training co-workers in Excel and general statistical analysis methods, et cetera.

Duties included, but are not limited to: work within established policies, procedures and guidelines, identify customer needs, refer financial products and services, build customer loyalty, establish customer relationships through courtesy and friendliness, contribute to a positive team environment in the banking center through teamwork, team spirit and coaching.

Duties included, but not limited to: creating and conducting effective presentations, accumulating and maintaining clientele, constructing sales reports, inputting orders into an online database, training new employees to create successful demonstrations and help strengthen their sales skills.

Duties included, but not limited to: assisting guest with purchases, inventory, ensure the esthetics of window displays, organizing merchandise.