Monday 26 Nov 18:15

Deep Learning, GIS Industry and Crypto Trading Bot

Knock Data

FOOD: Yes

LEVEL: Intermediate

A Case Study: How Deep Learning is Shaping the GIS Industry by Lele Cao

Geographic Information System (GIS) is a system designed to capture, store, manipulate, analyze, manage, and present spatial or geographic data (a.k.a. GIS data), which represents real objects such as roads, land use, elevation, trees, waterways, etc. In recent years, many free-to-use and easily accessible GIS-based mapping services such as Google Map and Apple Map, have brought about increasing convenience to both of our daily lives and academic researches; however, the credibility of those services heavily depends on the quality of the backend GIS data. In this talk, we will show case how deep learning is starting to automate and speedup the work of GIS data maintenance.Lele Cao is currently a Senior AI Engineer, where he mainly develops a real-time machine learning platform. Lele had also been working as a Senior Algorithm Engineer for updating GIS system with computer vision techniques. Lele’s Ph.D. research topic was spatio-temporal representation and fusion of robotics tactile sequences

Our Journey of Creating a High Frequency Crypto Trading Bot: All Secrets Revealed! by Arshak Ulubabyan & Konrad Ilczuk

From an idea to implementation: Two friends testing their technical and analytical skills in creating a cryptocurrency trading bot.In the presentation we cover things like: - Is it too late to start? - Our algorithm of arbitrage. - What are the risks and how to mitigate them? - What technology stack was used and how cryptocurrencies are taxed in Sweden.Arshak Ulubabyan is a software engineer with 15 years of experience with passion in startups and Big Data.He has strong interest in functional programming and Kotlin.Konrad Ilczuk is technology agnostic, business-value oriented Data Scientist with an engineering background, experience in Education, Finance and Manufacturing. Strong international profile, professional experiences from a multicultural setting involving working in: Brazil, China, Poland and Sweden.

Agenda

18:00 Arrive

18:15 First talk, A Case Study: How Deep learning is Shaping the GIS Industry by Lele Cao

19:00 Break with food and drink

19:30 Our Journey of Creating a High Frequency Crypto Trading Bot: All Secrets Revealed! by Arshak Ulubabyan & Konrad Ilczuk

 20:00 More drinks and a chance to ask questions



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