Housing Navigation Centers in Fremont
Homelessness continues to be an issue confronting urban communities, seeking practical and compassionate solutions. One of the strategies now moving from theory to implementation includes Housing Navigations Centers. The model presents a comprehensive approach, moving beyond the usual services provided by emergency shelters to finding permanent housing and self-sufficiency. A Housing Navigation Center program provides […]
The Ethics of Machine Learning in Children’s Social Care
Machine Learning is often used in children’s social care in decision-making processes, risk assessment, and resource allocation. However, the application of Machine Learning in this field raises ethical concerns for vulnerable populations and to ensure the responsible use of technology. In Children’s Social Care, Machine Learning algorithms capture enormous amounts of data to detect patterns […]
Evidence From the Past: AI Decision Aids to Improve Housing Systems for Homeless Youth [A summary]
In response to this challenge of allocation resources to the youth, the prevalent method is a Coordinated Entry System. Housing resources are collected across organizations within a community and persons in need of housing are assessed against a criteria. This approach allocates a disproportionate amount of housing to the youth. However, this prioritization process remains […]
Welcome
Hello, world! I’m Arsh Shah, an incoming freshman at Mission San Jose High School. I’m an aspiring Mathematician (HM JMO next year?) and an avid coder. I’m currently working on Evan Chen & Yufie Zhao’s handouts, alongside USACO problems. My journey My journey toward creating this blog began after I was introduced to the world […]
Attention is All You Need
Attention is All You Need is a research paper published by Google in 2017, introducing the concept of Transformers, a new model which significantly outperformed the existing models, revolutionizing how we understand and generate language. What is Attention? Imagine that you’re writing a sentence and you want to make sure it flows smoothly. The attention […]
Navier Stokes
The Navier-Stokes equations are a set of partial differential equations that describe the motion of fluids. These equations govern everything in fluid dynamics from water and lava, to currents and the movement of an avalanche. The Navier-Stokes consist of two main components: the conservation of mass equation and the conservation of momentum equation. The conservation […]