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Afyako

The business assessment of data science on its own is significant. However, combining it with machine acquiring includes even more potential to produce indispensable insights from ever-growing pools of data. Utilized together, statistics science and machine development, a guide a variety of narrow AI applications and perhaps eventually solve the challenge of general AI. While information science, machine learning, and AI are separate concepts that individually offer considerable capabilities, utilizing them together is transforming aside we cope with organizations and trade operations and how we live, occupation, and interact with the globe around us.

This is an important project to incorporate. The pandemic has shown us the girth of our food impoverished society.
— Correlation One
This was an amazing project 👏🏽 So impactful and ready to go to market!
— Teneika Askew - Data Science Product Manager | AI/ML | Data Scientist | People Analytics

Brand Designer

As a Southerner, this project hit home. Major impact and a solid initiative
— Ashley Blount 1st Systems Thinking | Humanistic Design | Reflective Leadership
Passion, grit, intelligence, hard work! I run out of superlatives to describe Antoine’s work ethic and work products! Antoine was a Fellow at Correlation One where I served as his Teaching Assistant / Mentor, and from day one he demonstrated that he was there to learn, work hard, and produce an unforgettable product. Unsurprisingly, he and his team delivered in ways that far exceeded projects I’d seen in the first/previous cohort I worked with.
— Kimberly Deas - Chemical Informaticist / Health Data Science Consultant / Data Educator / PhD Candidate, Health Informatics

Race Strategy

Re-State the question:

How can we use data science to improve overall health in low-income communities, decrease their dependence on prescription medication and create sustainable living spaces?

One of the main contributing factors of prescription medication is due to poor diet. Heavy populated metropolitan demographics are overflowing with inexpensive and unhealthy food options. One theory to this challenge is urban agriculture. To farm within the community, cultivating undeveloped or abandoned real estate. Innovate programs through city/state legislature or private corporations to engage in "Agrihood" programs, urban or vertical farming.

One solution would be a device app that consumers or businesses can use. The app can provide consumers with information on nutritional alternatives to combat food-related illnesses while recommending urban farming spaces to businesses to obtain locally sourced and organic ingredients.

Answer all parts of the question:

Production of organic foods within the city lacks area footage due to financial income targeting, residences, or other zoning restrictions. Limitations financially or demographically lead to unhealthy diet choices, which advances diet-related diseases such as diabetes, hypertension, and obesity.

Cite the text to support your answer:

According to a published report from the Urban Land Institute, "Of adults, 39.8 percent—93.3 million people—are classified as obese in the United States.4 • Of U.S. residents, 16 percent—including 28 percent of African Americans and 25 percent of Latinos—say that healthy food is not available in their communities. New and young farmers are interested in farming, but they often face barriers, including a lack of affordable farmland and access to capital.

https://2os2f877tnl1dvtmc3wy0aq1-wpengine.netdna-ssl.com/wp-content/uploads/ULI-Documents/Agrihoods-Final.pdf

According to an online article on Inman.com How COVID-19 is popularizing agricultural neighborhoods, Matthew Redmond (a real estate developer who is often credited with creating the agrihood trend), says "cities and developers are rethinking the necessity of agrihoods. What was once considered a marketing feature is now becoming a cornerstone of creating sustainable communities."

The author states, "Looking forward, McMahon, Redmond, and Schultz all believe agrihoods will only grow in popularity and access, as developers have already remixed the trend to work in cities and lower-income neighborhoods."

https://www.inman.com/2020/06/12/welcome-to-the-agrihood-how-covid-19-is-popularizing-agricultural-neighborhoods/

Explain your citation:

Agrihoods promote health and social interaction. A community farm can be the centerpiece of a development, and associated programming and educational opportunities can foster community social ties. Studies show that people who have satisfying relationships are happier, have fewer health issues, and live longer. Farms in communities provide residents with access to fresh produce, supporting positive health outcomes.

Logo Designs

Infographics Design

Experience Design

UI/UX Benchmarking

The app from diagnosis is collected its data from the pharmacy & medical records. From there, it's known the side effect of consuming certain foods.

Once collecting from their GPS location via smartphone, they can determine the consumer's choices. At the same time, restaurants & consumers can purchase their produce locally from urban farming. So the consumer will know that by producing locally, the money recycles inside the community.

From that section, it knows the consumer's profile on what to order and what volume they can order from the restaurant, grocery store, or shopping inside urban farming itself.

From there, when they purchase their products through smartphones, it not only alerts the transactions from the bank, it allows their doctors to see their consumptions. Their profile will change upon their following doctor's visit when they're measured again. Bring everything full circle.

Corporate will save money shopping locally.

Urban farming grows to meet the demands of local businesses while making patients healthier.

The massive data collection from all steps can help nonprofit organizations, government, pharmaceuticals, corporate franchises & forecasting diet trends.

Challenges: Turning off specific access to food items if attempting to order through mobile app food deliveries.