Lea Polachek - Fr. 10:00
Intro to Machine Learning
What are the basic Machine Learning algorithms, what can you do with them, and where is it all going?
Lea is the founder of Primrose - Machine Learning School, she has MA from Weizmann Institute in Physics and has 10 years of experience in the field.
Benjamin Gruenbaum - Fr. 12:00
The Open Source Development Surprise
We’ll talk about the surprising ways open source is different from regular 9 to 5 development, the importance of people, technology and teamwork. We’ll go through real open-source changes affecting millions of developers in and see how the people behind them work and how to get involved yourself.
Benjamin is a collaborator of several open source libraries (bluebird, sinonjs, mobx to name a few), node.js core collaborator and developer @ testim.io working on really cool test automation stuff.
Adam Kariv - Fr. 12:45
How do we open municipal data at Hasadna? Adam will talk about DataCity, our new initiative to make local data ready to use.
Adam is a co-founder of Hasadna and the lead of the BudgetKey and other open source projects. He has worked as a consultant for international Open Data organizations and he is a civic tech activist.
* The event is family friendly, we have activities for the little ones, check out the schedule.
We are looking for you
EXPERT WEB DEVELOPERS
EXPERT DATA SCIENTISTS
// NLP in Hebrew
// Web design
The challenges dashboard >>
The challenges are stand-alone problems, designed for a team of 1-5 members to solve within the weekend. You will be scored for technical elegance and creative interpretation. The challenges are open ended and you are encouraged to come up with extra features and analytical insights.
Municipality Comparator - develop a tool that will compare between municipalities based on socio-economic, geo and demographic parameters of your choice + funding transferred from the state budget. Use BudgetKey API and LAMAS data (details).
Safe roads - analyze traffic accident data and find trends, to identify most dangerous roads and intersections in the city.
In good company - analyze data about companies regarding their business with the government, to be able to cluster and tag companies.
The people behind the NGOs - analyze amutot data to detect connections between organizations based on address, founder names etc (details).
Parse text protocols from Knesset committees (details).
NLP - analyze protocols (Hebrew), to identify subjects of discussion etc.
open public transport
Mobile - develop an app for passengers to report late train and bus arrivals.
Unsupervised ML - detect anomalies in bus trip data, such as late departures, deviation from planned route, unusual delays along the route etc. Data: real-time GPS bus trips (from SIRI)
Web - create a Leaflet map that plots the bus routes.
Show shape of planed route, stops, other lines that pass at the stop, trip info etc.
D3 - create a beautiful visualization of financial markets data.
The portfolios of institutional investors (pension funds, insurance companies etc who manage our savings) hold a wide variety of assets - from stock, to derivatives to real estate. We want to see what our money is doing.
Analyze the data about the distribution of assets of institutional investors. (example).
Data: road accidents, published by למ”ס.
Explore the trends in fatal casualties, and look for explanations.
Explore patterns in accidents related to drivers, interchanges, injured etc.
All of this data stuff needs some servers to run on reliably. If you like talking to servers and debugging weird infrastructure problems this Kubernetes challenge is for you.
Take a Challenge Win a Prize
The projects are on-going, with existing teams that you can join and delve into existing code base. Each project has a list of issues of different complexity levels, from solving bugs to adding features. Projects are a good pick if you can’t stay for the whole weekend, if you find a particular project interesting and if you want to work with a strong team. Or if you’re bored with competitions.
Dynamic map of road accidents based on LAMAS (למ"ס) database, that helps to identify most dangerous roads and spot a faulty infrastructure, as part of our Vision Zero agenda to eliminate fatal accidents.
1.6 trillion shekels of our pension savings are managed by pension funds. Is this money working for us and how does it effect the country's economy? Open Pension provides an insight of pension funds investment policy - for responsible and transparent management.
Explorer the state budget, see how funds are allocated and how the money is spent. Find out what do government offices pay for, which companies they contract and which organizations receive government subsidies. Behind the BudgetKey website is a rich database combining many official data sources.
open law book
This is the only open database of the full text of Israeli laws (all amendments included), built on Wikitext platform, and now linked from the Knesset's National Legislation Database.
What did our members of Knesset vote for or against? In which committee meetings did they participate? Which legislation did they support? Open Knesset collects this data from the knesset API, and allows a deep analysis of all parliamentary activity.
Why is your bus always late? Which bus lines are the most and least accurate, in which cities and which times of the day? OpenBus project is trying to figure it out by analysing real-time bus trip data from the Ministry of Transportation API.
In partnership with
We are partnering with some really cool companies, check them out!
AppsFlyer’s technology is found on 98% of the world’s smartphones, making it the global leader in mobile attribution and marketing analytics. AppsFlyer’s platform processes billions of mobile actions every day, empowering app marketers and developers to maximize their marketing ROI. With Facebook, Google, Twitter, Pinterest, Snap Inc., Tencent and 4,000+ other integrated partners, and clients including HBO, Waze, Alibaba, Skyscanner, Activision and 12,000+ leading brands worldwide, AppsFlyer has 15 global offices to support marketers everywhere.
To make this possible at scale, AppsFlyer is striving to build a culture focused on delivering engineering excellence and craftsmanship of our suite of products, and providing a stellar developer experience for our product & users. AppsFlyer has been pushing the envelope on all parts of the engineering stack - from the code and diversity of languages, to real-time operations and big data, alongside DevOps, frontend and UX. Join our team of coding craftspeople to take a deep dive on some of the niftiest emerging technologies, and help power our next phase of growth.
Forter provides new generation fraud prevention to meet the challenges faced by modern enterprise e-commerce. Only Forter provides a fully automated, real-time Decision as a Service™ fraud prevention, with approve/decline decisions backed by a 100% chargeback guarantee. The system eliminates the need for rules, scores or manual reviews, making fraud prevention friction-free. The result is fraud prevention that is invisible to buyers and empowers merchants with increased approvals, smoother checkout and the near elimination of false positives - meaning more sales and happier customers. Behind the scenes, Forter’s machine learning technology combines advanced cyber intelligence with behavioral and identity analysis to create a multi-layered fraud detection mechanism.
Forter named to the 2019 Forbes Fintech 50 List!
We're super-picky about who we hire, so once you're on board, you're working with an amazing team. Being exposed to cutting-edge technology and real production environments with a significant impact on production services - catching the bad guys!
We love what we do, and it shows.
Weird hobbies are our thing if you don’t have one – now’s the time :-)
Interested? More info here.
Silverfort protects enterprises from data breaches, cyber attacks and insider threats, by preventing credential compromise and misuse across the entire corporate network and cloud infrastructure. Silverfort leverages patent-pending technology to seamlessly harden the basic authentication and access mechanisms used by all client devices and services, instantly equipping them with the latest authentication and access protection technology without any change or integration.
We are constantly looking for the most talented and passionate individuals to join our growing team. If you want to be part of an innovative group of people on a mission to reinvent secure authentication and eliminate the most significant cyber threats out there – come work with us!
Senior Backend Software Engineer
We are looking for a unique individual, who will build innovative engines that run at the heart of our product and deliver scalable and reliable server-side software. In this role, you will demonstrate agility and creativity while solving diverse challenges in real-time data processing, system design and network analysis.
+4 years of experience in backend software development
Developed widely used enterprise software products
Experience in Python programming
Bachelor’s degree in Computer Science or relevant military experience
Experience in NodeJS or Android/iOS development – advantage
Knowledge in information security – advantage
Team player and a fun person to work with