Project Title: Enhancing Placement Funnel through Data Integration
Mitchell Martin
| Details | |
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| 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
Mitchell Martin - Enhancing Placement Funnel through Data Integration
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Due Date
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Activities |
Deliverables
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Status
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Action | |
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Wed, 08/27/25
5:00 PM
EST (UTC-05:00)
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Getting Started: Complete Your Student Onboarding Form
To help your Faculty Advisor and schedule your weekly team meetings (starting in September), please take a few minutes to complete the form linked below. You’ll be asked to provide your availability, preferred meeting times, and a few key details to help them support your experience this semester.
Please submit your responses by August 27th at 5:00 PM EST. This is a required first step to get your project team up and running smoothly: https://forms.office.com/r/USS7WcBcEw |
No Deliverables
No deliverables are required for this action item.
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Guiding Questions:
To help your Faculty Advisor and schedule your weekly team meetings (starting in September), please take a few minutes to complete the form linked below. You’ll be asked to provide your availability, preferred meeting times, and a few key details to help them support your experience this semester.
Please submit your responses by August 27th at 5:00 PM EST. This is a required first step to get your project team up and running smoothly: https://forms.office.com/r/USS7WcBcEw |
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Tue, 09/02/25
12:00 AM
UTC
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Welcome to the Fall 2025 Industry Capstone Program!
We’re excited to kick off another semester of real-world learning, collaboration, and innovation! This is your opportunity to work closely with industry partners, apply your academic skills to solve real business challenges, and gain meaningful professional experience. Be sure to check this dashboard regularly for project updates, important dates, and announcements. Let’s make this a semester to remember, welcome aboard!
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No Deliverables
No deliverables are required for this action item.
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Guiding Questions:
We’re excited to kick off another semester of real-world learning, collaboration, and innovation! This is your opportunity to work closely with industry partners, apply your academic skills to solve real business challenges, and gain meaningful professional experience. Be sure to check this dashboard regularly for project updates, important dates, and announcements. Let’s make this a semester to remember, welcome aboard!
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Tue, 09/02/25
12:00 AM
UTC
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Academic Calendar
We’ve linked the Academic Calendar for this semester below to help you stay on track. It includes key dates such as university holidays, class schedules, deadlines, and other important academic milestones. Be sure to review it carefully so you’re aware of when your team meets, when assignments are due, and how your Capstone work fits into the broader semester. Staying organized starts here!
https://www.stevens.edu/office-of-the-registrar/academic-calendar |
No Deliverables
No deliverables are required for this action item.
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Guiding Questions:
We’ve linked the Academic Calendar for this semester below to help you stay on track. It includes key dates such as university holidays, class schedules, deadlines, and other important academic milestones. Be sure to review it carefully so you’re aware of when your team meets, when assignments are due, and how your Capstone work fits into the broader semester. Staying organized starts here!
https://www.stevens.edu/office-of-the-registrar/academic-calendar |
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Fri, 11/07/25
11:59 PM
EST (UTC-05:00)
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Fall 2025 Midterm Presentation
Required Deliverable
The Midterm Presentation is a key milestone in your Capstone experience. It gives your team the opportunity to showcase your progress, clarify your project goals, and gather valuable feedback from your faculty advisor and School of Business staff. This is your chance to demonstrate your understanding of the challenge, the approach you’re taking, and any early insights you've uncovered. Clear communication and thoughtful analysis at this stage will help ensure a strong finish to your project in the second half of the semester. Treat it as both a checkpoint and a strategic opportunity to refine your work moving forward! Christina Alwell will coordinate with team leads in early October to schedule the midterm presentations. These will take place in mid-October and early November.
Team Leads: Please upload a copy of your team’s Midterm Presentation here. This submission helps us keep track of progress and ensure faculty and industry partners have access to your work.
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Required Deliverable
Deliverable submission is required.
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Guiding Questions:
The Midterm Presentation is a key milestone in your Capstone experience. It gives your team the opportunity to showcase your progress, clarify your project goals, and gather valuable feedback from your faculty advisor and School of Business staff. This is your chance to demonstrate your understanding of the challenge, the approach you’re taking, and any early insights you've uncovered. Clear communication and thoughtful analysis at this stage will help ensure a strong finish to your project in the second half of the semester. Treat it as both a checkpoint and a strategic opportunity to refine your work moving forward! Christina Alwell will coordinate with team leads in early October to schedule the midterm presentations. These will take place in mid-October and early November.
Team Leads: Please upload a copy of your team’s Midterm Presentation here. This submission helps us keep track of progress and ensure faculty and industry partners have access to your work.
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Fri, 11/07/25
11:59 PM
EST (UTC-05:00)
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Fall 2025 Midterm Student Self Reflection
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Required Evaluation
Evaluation submission is required.
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Fri, 12/19/25
11:59 PM
EST (UTC-05:00)
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Fall 2025 Final Self Reflection
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Required Evaluation
Evaluation submission is required.
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Fri, 12/19/25
11:59 PM
EST (UTC-05:00)
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Fall 2025 Final Presentation
Required Deliverable
The Final Presentation is the culmination of your semester-long work and a chance to demonstrate the impact of your project. This is where your team presents your findings, recommendations, and overall contributions to your industry sponsor and faculty advisor. It’s not just about what you accomplished—it’s about how you approached the problem, collaborated as a team, and applied your skills to deliver meaningful outcomes. Think of it as your professional showcase: a polished, confident presentation that reflects your effort, growth, and real-world readiness. Take pride in what you've built and finish strong! Christina Alwell will coordinate with team leads in late November/early December to schedule the final presentations. These will take place in mid-December (last week of classes and/or final exam period).
Team Leads: Please upload a copy of your team’s Final Presentation here. This submission helps us keep track of progress and ensure faculty and industry partners have access to your work.
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Required Deliverable
Deliverable submission is required.
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Guiding Questions:
The Final Presentation is the culmination of your semester-long work and a chance to demonstrate the impact of your project. This is where your team presents your findings, recommendations, and overall contributions to your industry sponsor and faculty advisor. It’s not just about what you accomplished—it’s about how you approached the problem, collaborated as a team, and applied your skills to deliver meaningful outcomes. Think of it as your professional showcase: a polished, confident presentation that reflects your effort, growth, and real-world readiness. Take pride in what you've built and finish strong! Christina Alwell will coordinate with team leads in late November/early December to schedule the final presentations. These will take place in mid-December (last week of classes and/or final exam period).
Team Leads: Please upload a copy of your team’s Final Presentation here. This submission helps us keep track of progress and ensure faculty and industry partners have access to your work.
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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 |