Prof-Drake-UMD/INST767-Sp25
Mar 2025 – May 2025
3 Months active
Languages Used
JSONPythonMarkdownSQLShell
Technical Skills
DocumentationProject PlanningAPI IntegrationData IngestionEnvironment ManagementFinancial Data Analysis
jennyyleee
PROFILE
Jennyyleee
Jennifer Gawon developed and delivered automated financial data pipelines and analytics tools across the Prof-Drake-UMD/INST767-Sp25 and thezachdrake/UMD-INST627-Fall2024 repositories. She built end-to-end ingestion workflows using Python, SQL, and Google Cloud Platform, integrating APIs from Yahoo Finance, CoinGecko, and FRED to enable scalable analytics and dashboarding. Her work included secure credential management, reusable data-fetching functions, and comprehensive documentation to support onboarding and reproducibility. Jennifer enhanced Jupyter notebooks for NBA analytics, focusing on data querying and transparency. The solutions emphasized maintainability, environment management, and stakeholder communication, demonstrating depth in data engineering, cloud orchestration, and collaborative project planning.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
10Total
Bugs
0
Commits
10
Features
5
Lines of code
13,403
Activity Months4
Your Network
24 people
Work History
May 2025
4 Commits • 2 Features
May 1, 2025May 2025 monthly summary focusing on end-to-end data pipeline delivery on GCP and documentation optimization. This period prioritized scalable data ingestion and analytics readiness with end-to-end pipeline implemented, plus updated visuals for stakeholder communication. No major bugs fixed this month; ongoing reliability improvements were small and integrated into deployments.
4 Commits • 2 Features
May 1, 2025May 2025 monthly summary focusing on end-to-end data pipeline delivery on GCP and documentation optimization. This period prioritized scalable data ingestion and analytics readiness with end-to-end pipeline implemented, plus updated visuals for stakeholder communication. No major bugs fixed this month; ongoing reliability improvements were small and integrated into deployments.
May 2025
April 2025
2 Commits • 1 Features
Apr 1, 2025April 2025 monthly summary for Prof-Drake-UMD/INST767-Sp25 focused on data capabilities and credentials security. Delivered an end-to-end Financial Data Ingestion Pipeline with a Python-based data fetcher and a Jupyter notebook that ingests data from Yahoo Finance (stocks), CoinGecko (cryptocurrency), and FRED (macroeconomics), with an option to export stock data to JSON. Implemented secure credential management using python-dotenv and a .env file to store the FRED API key, eliminating hard-coded credentials and simplifying deployment across environments. Created reusable data-fetch functions and notebook workflows to enable rapid prototyping and reproducible analytics. Major updates included two commits: one for notebook enhancements and one for bug fixes, contributing to pipeline reliability and maintainability.
April 2025
2 Commits • 1 Features
Apr 1, 2025April 2025 monthly summary for Prof-Drake-UMD/INST767-Sp25 focused on data capabilities and credentials security. Delivered an end-to-end Financial Data Ingestion Pipeline with a Python-based data fetcher and a Jupyter notebook that ingests data from Yahoo Finance (stocks), CoinGecko (cryptocurrency), and FRED (macroeconomics), with an option to export stock data to JSON. Implemented secure credential management using python-dotenv and a .env file to store the FRED API key, eliminating hard-coded credentials and simplifying deployment across environments. Created reusable data-fetch functions and notebook workflows to enable rapid prototyping and reproducible analytics. Major updates included two commits: one for notebook enhancements and one for bug fixes, contributing to pipeline reliability and maintainability.
March 2025
2 Commits • 1 Features
Mar 1, 2025March 2025 — Prof-Drake-UMD/INST767-Sp25: Key features delivered include project skeleton with README and JupyterLab workspace configuration, plus focused project layout on the Jennifer_Lee directory to improve onboarding and UX. Major bugs fixed: none reported this month; minor repo hygiene cleanup performed. Overall impact: readying the repo for cross-source data DAG development (Yahoo Finance, CoinGecko, FRED) and accelerating time-to-value for stakeholders. Technologies/skills demonstrated: project setup, documentation, JupyterLab configuration, directory structuring, and version-control hygiene.
2 Commits • 1 Features
Mar 1, 2025March 2025 — Prof-Drake-UMD/INST767-Sp25: Key features delivered include project skeleton with README and JupyterLab workspace configuration, plus focused project layout on the Jennifer_Lee directory to improve onboarding and UX. Major bugs fixed: none reported this month; minor repo hygiene cleanup performed. Overall impact: readying the repo for cross-source data DAG development (Yahoo Finance, CoinGecko, FRED) and accelerating time-to-value for stakeholders. Technologies/skills demonstrated: project setup, documentation, JupyterLab configuration, directory structuring, and version-control hygiene.
March 2025
November 2024
2 Commits • 1 Features
Nov 1, 2024Month: 2024-11 Repository: thezachdrake/UMD-INST627-Fall2024 Overview: This monthly summary highlights feature work delivered, any bug fixes, overall impact, and technologies demonstrated. It emphasizes business value and technical achievements for performance reviews.
November 2024
2 Commits • 1 Features
Nov 1, 2024Month: 2024-11 Repository: thezachdrake/UMD-INST627-Fall2024 Overview: This monthly summary highlights feature work delivered, any bug fixes, overall impact, and technologies demonstrated. It emphasizes business value and technical achievements for performance reviews.
Activity
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Quality Metrics
Correctness93.0%
Maintainability92.0%
Architecture93.0%
Performance90.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
JSONMarkdownPythonSQLShell
Technical Skills
API IntegrationCloud ComputingData AnalysisData EngineeringData IngestionData WarehousingDocumentationEnvironment ManagementFinancial Data AnalysisFlaskGoogle Cloud PlatformJupyter NotebookJupyter NotebooksPandasProject Planning
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline
thezachdrake/UMD-INST627-Fall2024
Nov 2024 – Nov 2024
1 Month active
Languages Used
PythonSQL
Technical Skills
Data AnalysisJupyter NotebookJupyter NotebooksPandasSQL