Have you ever noticed weak nodes inside your network of co-workers or classmates? Are you missing shared acquaintances who can introduce you to others? Do you sometimes wonder which connections you need to approach in order to quickly build a stronger relationship with that person? Fear no more! Nova offers you the analysis needed to gain network with anyone in your team.

• How am I connected to a person?

• Who should I connect with?

• What are my healthy relationships?

• Which relationships need work?

• Who do I reach out to?

Nova is a software platform for visualizing connections and performing graph analysis on a cluster of people. It generates directional graphs between people based on the strength of their connections/network. The strength of their connections is measured by the frequency of interaction and a sentiment value provided by the Muse headbands during communications coupled with a machine learning engine. We then use these relationship strengths to see healthiest relationships between friend circles, strongest/weakest chains in a network, and deploy dijkstra's algorithm to plot out the most efficient chain of connections to introduce person A to person B.

• AWS EC2 instance ran out of memory (160k+ machine learning training datasets)
• Pairing laptops/phones with Muse Headbands
• Syntax & Semantic Errors
• Front-end IE8 compatibility (not accomplished - too hard)

• Successfully pairing laptop with Muse Headband
• Successful hosting to AWS and Microsoft Azure with minimal issues
• Working with strangers on a project we all share interest in.

• Development on Muse hardware and its future potential
• The arts of machine learning and its impact towards technology today
• Debugging skills (too many bugs - all exterminated ☺)
• Team bonding and management skills
• Core concepts of emerging technologies (hello Node.js & Angular.js)

• Matthew Ly
• Naomi Musgrave
• Pooja Sethi
• Andi Jiang
• Sambodhi Chakrabarty

http://devpost.com/software/nova-rxps3d