- Describe what I do
- Review Reinvestment Fund's MVA Deliverables
- Explain how I will deliver a better product
- Address concerns
Presentation goals
Services
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Market analysis
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Lead generation + marketing
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Real time dashboards
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Algorithm design
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Data collection and analysis
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Digital + physical prototyping
Clients
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AutonomouStuff
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Caterpillar
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Watch Me Work
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NEXMachine
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CEFCU
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Sicada
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Aunt Yogi's Kitchen
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TADA Cognitive Solutions
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Digital Dipstick
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Eat And Evolve
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Civic Serve
I have a record of solving hard engineering problems
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Won Junior Wind Turbine efficiency challenge:
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Built a wind turbine that was 100% more efficient than the competition.
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Had a good process for iterating and improving my design two times faster than the competition
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Case: AutonomouStuff
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Created process to reduce wire harness fabrication time by 33%
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Seamlessly integrated GPS, military grade IMU, Stereo Vision, Lidar, Radar into Polaris off road vehicle
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Independently led $30,000 DARPA robotics project.
Case: AutonomouStuff
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Independently led $30,000 DARPA robotics project. Duties included:
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Establishing a customer relationship
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Estimating + Budgeting the project
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Designing and fabricating fixtures
- Managing local suppliers and fabricators
- Fulfillment logistics
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"We made those points because of AutonomouStuff"
Velin Dimitrov, WPI Team Captain
WPI was the only team with an Atlas Robot to win the driving challenge
Case: Caterpillar
- Automated maintenance of 200+ virtual machines that ran simulations of MineStar
- Reduced core task run time by at least 91%
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I'm good at saving my clients' money:
- Redesigned a validation tool reducing its part count by 47% (i.e. 49 to 26 parts)
Case: CEFCU
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Identified over 3,000 local commercial borrowers on whom to focus sales effort.
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I'm good at managing people:
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Managed a distributed workforce of over 200 people around the world
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Built custom processes to validate the work of my distributed workforce and guarantee the accuracy of my data.
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Case: TADA Cognitive Solutions
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I automate processes:
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Prepared dozens of live interactive dashboards for mine site monitoring and production improvements
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Case: Tradekeeper
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Collected, cleaned and analyzed over 3,000,000 insider trading documents from the SEC's EDGAR database.
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I can handle uncertainty: EDGAR is abhorrently under documented
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I find ways to save lots of time: Engineered a way to speed up download times from over 36 hours to under 9 hours.
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Current Project
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Doordash meets Meals On Wheels
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Point of Sale software for Meal prep businesses:
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I build apps with rich functionality:
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Payment processing via Stripe
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Inventory management
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Shortest path delivery routing via Routific
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- In talks with 22 businesses.
Describe what I do- Review Reinvestment Fund's MVA Deliverables
- Explain how I will deliver a better product
- Address concerns
Presentation goals
Reinvestment Fund MVA
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They'll collect data. We'll get them plugged into our community so they can get:
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Home sale prices
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Building permits
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Vacant lots / housing
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Foreclosure
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Abatements
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Section 8 Housing
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Owner Occupancy
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Renter Occupancy
Reinvestment Fund MVA
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Geocode the data to Census block groups
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Inspect and validate the data
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Spatially cluster that data to identify areas with common characteristics
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Map the result
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Make corrections to the map by visually inspecting points of interest throughout the city
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Repeat 3 through 6 until the data is representative of the ground floor reality
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Deliver the MVA in printed and perhaps digital reports
Reinvestment Fund MVA
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$60k - $75k
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Typically lasts between 4 and 6 months depending on access to the data
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Worst case has lasted 1 year
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The additional cost for buying missing data needed to complete the project will be passed onto the City
Describe what I doReview Reinvestment Fund's MVA Deliverables- Explain how I will deliver a better product
- Address concerns
Presentation goals
Scious MVA
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I'll do it
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affordably - 15% off of RF's $60k to $80k asking price
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better - I'm a local committed to improving our city
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faster - I have a head start
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and will strive to make it repeatable
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Implement processes to make the 2nd, 4th,... 10th MVA as painless as possible to produce
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RF MVA
Scious MVA
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Data collection. We'll get them plugged into our community so they can get:
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Home sale prices
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Building permits
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Vacant lots / housing
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Data collection. Assemble stakeholders just as RF proposes:
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Home sale prices
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Building permits
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Vacant lots / housing
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I have a head start on this - see this map I made.
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RF MVA
Scious MVA
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Data collection continued:
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Foreclosures
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Data collection continued:
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Foreclosures
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Already collected + mapped
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Joe hired me for my initiative and curiosity
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I'm familiar with the County DBs so I can get data faster.
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RF MVA
Scious MVA
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Data collection continued:
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Abatements
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Data collection continued:
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Abatements
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I have a head start by virtue of working in this department
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I know our people
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I have easier access to our systems
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Interviewing staff to understand pain points
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RF MVA
Scious MVA
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Data collection continued:
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Section 8 Housing
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Owner Occupancy
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Renter Occupancy
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Data collection continued:
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Section 8 Housing
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Owner Occupancy
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Renter Occupancy
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I've been working on a better system to conduct tenant self inspections that could save us over $20k per year.
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RF MVA
Scious MVA
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Data collection continued:
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Schools -
Food access -
Job Access
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Data collection continued:
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Schools
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Food access
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Job Access
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It will be fairly easy to map spatial access to local jobs from poorer communites
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Isochrone maps
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RF MVA
Scious MVA
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Data collection continued:
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Evictions
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Data collection continued:
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Evictions
- I'm on a mission to understand the full gravity of Peoria's eviction crisis
- Been to eviction court
- I've met with Prairie State Legal
- Working with County to map the problem
- I'm on a mission to understand the full gravity of Peoria's eviction crisis
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RF MVA
Scious MVA
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Inspect and validate the data
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Inspect and validate the data:
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Have driven to 20 of the over 6,000 properties flagged vacant by the USPS.
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Many are vacant but don't appear abandoned:
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For sale
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Not for sale but being maintained
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Need utility data
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RF MVA
Scious MVA
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Spatially cluster data to identify areas with common characteristics
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Spatially cluster data to identify areas with common characteristics
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I can spatially cluster data
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Map of traffic accidents
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RF's clustering technique is a currently a mystery and out of our control
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Are we sure it's right?
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Can we improve it?
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RF MVA
Scious MVA
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Map results
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Probably interactive
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Improvable?
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- Map results
- Interactive
- We can improve and tweak the maps to our needs over time
RF MVA
Scious MVA
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Make corrections to the map by visually inspecting points of interest throughout the city
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Make corrections to the map by visually inspecting points of interest throughout the city
RF MVA
Scious MVA
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Repeat data collection and cleaning cycle until the data is representative of the ground floor reality
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Repeat data collection and cleaning cycle until the data is representative of the ground floor reality
- As the study nears completion I will schedule city travel tours with policy makers to warm them to the findings
RF MVA
Scious MVA
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Final deliverable: MVA in printed and digital reports
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Final deliverable: MVA in printed and digital reports
- With a focus on making a "State of the City" dashboard
- Will be a consolidated repository of report data
- Provide constituents with easy access to the underlying data
- Can be updated with ease
- With a focus on making a "State of the City" dashboard
Scious MVA Summary
- 15% off of RF's $60k to $80k asking price
Strive to complete the project within 4 to 6 months (depending on access to the data)
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The additional cost for buying missing data needed to complete the project will be passed onto the City
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I will make deals with data vendors to save the city money
I've secured nearly $11,000 in free vacancy checks for a year from lob.com
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Describe what I doReview Reinvestment Fund's MVA DeliverablesExplain how I will deliver a better product- Address concerns
Presentation goals
If we do this it will be slower because city staffers are more nimble to consultant inquiry than to internal inquiry
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Bring me on as a "Data Scientist in Residence" or a "Consultant in Residence"
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I'll maintain my current schedule
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I can supply my own technology as needed (Laptop, GPS recording system for spot checking data)
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If we do this it will be slower because city staffers are more nimble to consultant inquiry than to internal inquiry
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If we don't give me a title change then know that I've overcome almost every challenge of slow response times
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Found workarounds to not having needed applications installed on my computer
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The director of Data.gov helped me get access to a list of 90,000 addresses in our county for our vacancy checks
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The impact of RF's analysis will be better because they've done this in 30 other cities
- The actions we take with this data are more important to our economic outcomes than the data itself.
- A stack of maps never changed the world.
- We need local explorers and doers locally to push the right policy that the underlying data advises.
- The actions we take, not the data, will decide how our city will improve or deteriorate.
- A stack of maps never changed the world.
The impact of RF's analysis will be better because they've done this in 30 other cities
- There is no doubt that RF is experienced at delivering city MVAs
- We can't yet reasonably conclude that RF's work in other cities has had a significant positive impact on those cities
- If we still decide to proceed with their solution, we should better understand their impact.
- Ask for ROIs
- Reach out to their past clients to assess the value
- If we still decide to proceed with their solution, we should better understand their impact.
Baltimore block groups 3 years after MVA
63% stayed same
17% improved
20% declined
Baltimore block groups 3 years after MVA
63% stayed same
17% improved
20% declined
Baltimore block groups 3 years after MVA
63% stayed same
17% improved
20% declined
The impact of RF's analysis will be better because they've done this in 30 other cities
- We can and should work with other cities to learn what they've done.
- I can visit (three) cities to learn from best practices and past mistakes.
RF has a unique way of clustering the data that would be tough for us to replicate
- We can learn more about their technique in follow up meetings
- I'll talk to their data analysts
- We can cluster the data according to the metrics we value rather than a one sized approach.
- Weighted inputs
Scious Advantage
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Project dollars go to a local company.
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I've already generated $11k in value and will generate much more.
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The job will be done better because we care more about our city than any out of state group will.
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We will do it faster because we are already connected to our systems and people.
Scious Advantage
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We will develop key relationships with local authorities that will stay and mature here long after RF has left.
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Put a stop to relenting our authority to foreign groups that want little of Peoria short of a paycheck.
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Destroy the narrative that we're not smart enough to make our city a better place to live, work and grow.
con·scious
MVA
By aagostini
MVA
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