Søren Johansen's Location
Copenhagen, Capital Region of Denmark, Denmark, Denmark
Søren Johansen's Contact Details
Søren Johansen work email
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Søren Johansen personal email
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About Søren Johansen
Søren Johansen is a AI Technical Architect SAP at SAP. They possess expertise in sas, data mining, risk management, r, spss and 9 more skills.
Søren Johansen Work Experience Details
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Technical Architect AiSap Mar 2024 - PresentCopenhagen, Capital Region, Denmark -
Senior Principal ConsultantValcon Sep 2023 - Mar 2024Copenhagen, Capital Region, DenmarkData capability team -
Senior Solution LeaderC3 Ai Aug 2021 - Sep 2023Capital Region, Denmark -
Cloud Solution Architect Data & AiMicrosoft Aug 2019 - Aug 2021Copenhagen Area, Denmark -
Technology Solutions Professional Advanced Analytics And Ai Denmark.Microsoft Dec 2017 - Aug 2019Copenhagen Area, Capital Region, DenmarkUsing python nlp packages spaCy, textacy and fasttext for text mining on electronic patient recordsThe last year I have spend a lot of time with Deep Learning particular Keras. Experience with jetson tx2 and opencv (including contribution packages). Jetson tx2 implementing YOLO (You only look once) model. Object tracking opencv on Raspberry PI with Intel Movidius (Deep learning acceleration). Defined a Deep learning model for power plant performance optimization (Keras). Next step is to use reinforcement learning to see if we can improve performance (mse). POC Identification of text on engineering drawings (CAD/CAM). I build a python script that used opencv(preprocessing) and Azure Cognitive Services OCR. Databricks. Running hackathons for Data Science teams to use Databricks for Data Science colloboration and as last -resort to do machine learning on big data. Azure Machine Learning Services(AMLS) is python package that can orchestrate Azure Storage and Compute context (Spark, GPU). Hackathons cover the entire Model DevOps wheel from data to model deployment (Docker & Kubernetes). Model Monitoring. Deep learning model for identification of faces and number plates used BatchAI to do inference on many a large set of images. Azure Machine Learning Services was used to define a GPU compute context in Azure. Microsoft Machine Learning and Data Science Conference 2016 (Internal). Accepted Paper "Spatial Statistics".Deep Learning Institute. Certified trainer 2017.
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Global Black Belt Advanced Analytics And AiMicrosoft Dec 2015 - Dec 2017Global Black Belt Technology Solutions Professional Advanced Analytics:Focus areas: Microsoft R Server(Scalable R functions) & HDInsight Spark. Many Models scenarios. Microsoft Deep Learning framework CNTK. Solving technical questions(R Server) and liase with Product Management and peers. Labs & Tutorials on Microsoft R Server and Azure Advanced Analytics (Machine Learning, HDInsight and Power BI) for partners and customers.Workshops on Deep Learning (Microsoft CNTK & Tensorflow, Caffe). Microsoft Data Science Tools(IDE): Visual Studio with R Tools & SQL Server.Hackatons & POCs: Insurance Fraud, Energy Forecasting & Many Models. Use of Azure Advanced Analytics (ML Azure + HDInsight + PowerBI).Parallelization alternatives in R: foreach, rxExec on Spark. Presentations at conferences on Advanced Analytics and Deep Learning. Supporting Product Managers visits in the Nordics: Datalake, R Server & Cortana Intelligence Suite.
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Business Advisor Coe Enterprise AnalyticsSas Feb 2014 - Dec 2015NordicMy main focus is to use advanced statistical and data mining techniques to solve business challenges such as: • Airline analytics• Churn• Cross sell/up sell• Loyality card data • Fraud detection• Sensor Data and Classical Insurance Pricing• Forecasting of magazine inventory levelDiscussions with customers on Big Data and how external data can be used to enhanced predictive models.Analytics with Hadoop:- Hortonworks sandbox- Cloudera LiveExplaining how the added-value of predictive analytics is when the models get integrated in customer facing systems in relationship to the holistic concept Decision Factory. -
Business Advisor Risk IntelligenceSas Institute Apr 2012 - 2014NordicsCurrently my main areas of focus is: • Solvency 2 assessments (gap analysis)• Insurance pricing(with GLM)• P&C reserving• Model lifecycle managementSpecial interests:• Statistical and data mining software• Model factory development• Visualization of data • Realtime scoring • Decision Management• Big data (and how to use external data to enhance prediction power)
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Spss Predictive Analytics Solutions ArchitectIbm Aug 2010 - Apr 2012My main focus was to use advanced statistical and data mining techniques to solve business challenges such as: • Churn• Cross sell/up sell• Loyality card data • Fraud detection• Pricing decisions• Forecasting of magazine inventory levelDiscussions with customers on Big Data and how external data can be used to enhanced predictive models was also part of the workshops. Explaining how the added-value of predictive analytics is when the models get integrated in customer facing systems. -
Business Advisory RiskSas Institute Mar 2006 - Aug 2010Project managementIAS 39 Impariment loss chargeIAS 39 Hedge effectivenessFair value of options Business Intelligence for actuarial departmentsEnergy Risk
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Senior PresalesI2 Technologies 1998 - Apr 2001 -
ConsultantPricewaterhousecoopers 1996 - 1997
Søren Johansen Skills
Sas
Data Mining
Risk Management
R
Spss
Predictive Analytics
Predictive Modeling
Financial Risk
Solvency Ii
Business Analytics
Big Data
Analytics
Forecasting
Business Intelligence
Frequently Asked Questions about Søren Johansen
What company does Søren Johansen work for?
Søren Johansen works for Sap
What is Søren Johansen's role at the current company?
Søren Johansen's current role is AI Technical Architect SAP.
What is Søren Johansen's email address?
Søren Johansen's email address is so****@****pwc.com
What skills is Søren Johansen known for?
Søren Johansen has skills like Sas, Data Mining, Risk Management, R, Spss, Predictive Analytics, Predictive Modeling, Financial Risk, Solvency Ii, Business Analytics, Big Data, Analytics.
Who are Søren Johansen's colleagues?
Søren Johansen's colleagues are Kristin Teigen, Yixiao Song, Eric Sylke, Jyothi Jyo, Sean Yang, Huy Nguyen, Amani Hajj Ali.
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Søren Johansen
Copenhagen1altor.com1 +454077XXXX
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Søren Johansen
Director Of Projects & Partnerships | Msc It Management | Naval Officer | Partnership Building | Strategy | Business Development | Commercial | InnovationCopenhagen -
Søren Johansen
Automation | Salgsingeniør | Ledelse | Projektledelse | Teknisk Rådgivning | Robot Teknologi | Plc SystemerNørre Aaby1gmail.com -
Søren Johansen
Head Of Public Affairs At Telenor Danmark, Chairman Of The Board At Teleindustrien (The Telecommunications Industry Association Denmark)Køge2gmail.com, telenor.com
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