Collaboration is in our DNA. It guides our workspace design, the way we put together lean, flat teams, and how we think about the best talent. The toughest problems won’t be solved alone, so we take pride in working together. (It’s also why we always give back to our communities and each other.)

So, we talked about how we can use neural networks to build a face recognition system. Then we talked about word embeddings, a method for representing textual data. In this article, we are going to talk about all the steps in a typical machine learning project, from start to finish. Are you ready? “Yeah!”—you shout. Let’s go!

Angela Trpkovska, a Software Engineer at the Skopje engineering hub with over six years of experience in the industry, peeled back the many layers of our Humans + Technology Value with us and shared her personal views on how we utilize it to bring meaningful value for all. 

Just think of the number of objects that Google Maps has to store to support everything we do while using the application - all the buildings in the world, all the roads, rivers, terrain information, traffic… On the other hand, users will often expect instant or close to instant responsiveness of the application while moving on the map and zooming in and out. So, how do we accomplish that?

As a company, we continually invest time and resources into fostering multidimensional growth for our people, clients, and communities. On this journey, we are led by a set of shared Values that define who we are. These Values are the fundamental beliefs of the Symphony community. They guide our actions and behavior. They constitute how we work with each other, create meaningful value and partnerships with our clients, and engage with our communities.

A number of valuable experiences, lessons, and milestones later, Zoran crowns his long-lasting career by becoming the Principal DevOps Engineer at Symphony, streamlining all his efforts into introducing positive changes, driving impact by deepening the knowledge on the DevOps role, while further building a strong DevOps community in Belgrade through a number of activities and initiatives.