Project Title: Enhancing Placement Funnel through Data Integration
Mitchell Martin
| Details | |
|---|---|
| Project Title | Enhancing Placement Funnel through Data Integration |
| Project Topics | Artificial Intelligence & Machine Learning Data Management Information Technology (IT) Innovation Operations |
| Skills & Expertise | Data Collection Engineering Analysis Python Statistics |
| Project Synopsis: Challenge/Opportunity |
Mitchell Martin, a leader in the professional services industry, excels in connecting talent with opportunities, leveraging robust marketing strategies and operational efficiency. However, a critical challenge they currently face is the lack of integration between their Marketing and Productivity tools, leading to fragmented data that hampers their Placement Funnel's efficiency. This disconnection means that valuable insights remain untapped, which can result in missed placements and reduced overall effectiveness of their recruitment strategies.
The corporate partner is Anthony Giardina. He is an established change agent, successful in leading organizations through strategic development, program management and technical delivery to drive and adapt to change. |
| Project Synopsis: Activities/Actions Required |
Key activities for this project will include, but are not limited to:
1. Data collection from existing ATS, Marketing and Productivity tools, leveraging Python, Snowflake, Dagster, & DBT. 2. Utilize data-cleaning methodologies to ensure accuracy and completeness, followed by exploratory data analysis to identify trends and patterns. 3. Create visual dashboards with Power BI to present findings and recommendations effectively. Deliverables will include a functional data pipeline including data gathering, storage, transformation, analysis, integrity and visualization. |
| Project Synopsis: Expected Results | The expected outcomes of this project includes a functional data pipeline including data gathering, storage, transformation, analysis, integrity and visualization.
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Project Timeline
| Touchpoints & Assignments | Date | Type |
|---|---|---|
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Getting Started: Complete Your Student Onboarding Form |
Aug 27 2025, 17:00 PM EST (UTC-05:00) | Action Item |
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Welcome to the Fall 2025 Industry Capstone Program! |
Sep 02 2025 | Project Milestone |
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Academic Calendar |
Sep 02 2025 | Other |
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Fall 2025 Midterm Student Self Reflection |
Nov 07 2025, 23:59 PM EST (UTC-05:00) | Evaluation |
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Fall 2025 Midterm Presentation |
Nov 07 2025, 23:59 PM EST (UTC-05:00) | Project Milestone |
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Fall 2025 Final Presentation |
Dec 19 2025, 23:59 PM EST (UTC-05:00) | Project Milestone |
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Fall 2025 Final Self Reflection |
Dec 19 2025, 23:59 PM EST (UTC-05:00) | Evaluation |
Program Managers
| Name | Organization |
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Teams
| Team Name | Project Name | Team Members |
|---|---|---|
| Mitchell Martin: Fall 2025 Team | Enhancing Placement Funnel through Data Integration |