Tag: Google Summer of Code

Using data engineering to save lives

Posted on

By Egor Zverev
Egor is working with us temporarily through Google’s Summer of Code programme.

How could I apply my programming and data science skills to make the world a better and safer place? I’ve been struggling to figure that out for quite some time, and finally after three years of studying computer science at MIPT in Moscow, I found an opportunity to fulfil my dreams. 

Hi, I’m Egor, and I want to write about the impact I am making while working on my Google Summer of Code (GSoC) project at MapAction!

I decided to join the GSoC programme as I felt it was an amazing opportunity to spend my summer working on a real-world open-source project. The programme offered me 202 organisations and over a thousand projects to choose from, but MapAction stood out as the only humanitarian organisation among them, so the choice was obvious to me. I faced some stiff competition as 25 other candidates applied for this role, so I am so grateful for the opportunity to join MapAction in its mission.

My GSoC began with a bonding period, and even that was amazing! I was introduced to MapAction during one of its many training days. I listened to various lectures given by the MapAction team. I was especially inspired by Hannah’s presentation as she is working at both MapAction and UN OCHA (the UN Office for the Coordination of Humanitarian Affairs) where she’s developing an anticipatory action framework. Talking to her was a fascinating part of my GSoC experience as it made me think hard about how I could help solve some of  the world’s problems. Following that, I had a week of meeting various people from MapAction. Each encounter was special in its own way. After my first week, I already felt like I was a part of the team, an ideal time to start coding.

I have been working on the data pipeline project: a MapAction tool to automate the acquisition and transformation of data. During the early stages of emergency response, it’s crucial to gather all necessary data as quickly as possible. My goal was to extend the pipeline from three to 22 data products. This will allow for visualisation of much more infrastructure and landscape features etc. After adding the initial five products, I realised that the code required a serious refactoring as it was quite unwieldy and difficult to deal with. During the first stage I managed to fix many local problems and reduced the total amount of code by almost 30%. Going forward, I am planning to redesign the entire pipeline’s architecture and implement a new design. After this I hope to add unit tests to ensure the code is correct. 

As most of MapAction’s developers are volunteers who only work for a couple of hours per week, a simplified pipeline will make it much easier for both them and any newcomers to make sense of it and use it. My work has also increased the readability of the code and made future pipeline development much faster. 

In summary, not only have I already added many valuable datasets to the pipeline that will allow MapAction volunteers to easily understand the locations of rivers, airports, country boundaries, etc. I am also bringing fundamental changes to the project that will make the life of MapAction’s volunteers much easier. I feel very proud of the impact I am making and it is an honour for me to spend my summer working on this project.

MapAction selected for Google Summer of Code

Posted on

MapAction has been chosen as one of 202 organisations taking part in Google’s 2021 Summer of Code, a global programme that aims to bring student developers into open source software development. As part of the scheme, which has now entered into its 17th year, students can apply for placement projects from 202 open source entities, with their time paid for by Google. MapAction is one of 31 organisations taking part for the first time.

Since launching, over 16,000 students across 111 countries have taken part by working with an open source organisation on a 10-week programming project during their summer break from studies. Google Summer of Code is open to students who are age 18 and older and enrolled in a post-secondary academic programme in most countries. As MapAction is one of the only companies taking part from the humanitarian charity sector, it’s a great opportunity to highlight the importance of technology advances to our work.

As part of our Moonshot initiative, two students will be helping us with our goal of automating the production of core maps needed in any humanitarian crisis, for 20 priority countries. Being able to automate these maps means essential contextual and reference information about, among other things, the local environment, population and infrastructure, is immediately available when needed in the best possible quality. The students will be working with MapChef, our Python-based map automation tool, and our MVP pipeline framework for automated data acquisition and processing. As our capability grows, we intend to use these systems to identify data gaps at regional levels.

Diagram showing 3 map layers floating on top of each other: base map, baseline and situational

Take a look at our project ideas for the Google Summer of Code. Applications officially open on 29 March and we anticipate a lot of interest.