Niklas Renström is a Founder at Alyst. He possess expertise in research, python, engineering, microsoft office, microsoft word and 7 more skills. He is proficient in Italian. Colleagues describe him as "I had the pleasure of managing Niklas as he worked on a Data Science project for us at AgriOpt as a consultant during the autumn of 2020. He did a great job at the company, quickly learned the application area and delivered several important algorithms which will be used in our future products. He is a social, friendly and curious person with a big appetite for learning new things and also delivers high-quality work on time! I highly recommend Niklas for future positions and projects within Data Science."
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FounderAlystSweden
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SpecialistMckinsey & Company May 2023 - PresentStockholm, Stockholm County, Sweden -
Senior Data ScientistMckinsey & Company Apr 2022 - PresentStockholm, Stockholm County, Sweden
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Data ScientistMckinsey & Company May 2021 - Apr 2022Stockholm, Stockholm County, Sweden
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Independent ConsultantN. Renstrom Consulting Feb 2020 - May 2021Ran my own consultancy firm doing data science and data engineering work for small businesses and start-ups.Projects included:- Creating an analytics dashboard for a SaaS company in the restaurant business- Developing ETL pipelines for an energy re-seller- Optimising a battery management system using weather forecasts- Bias-correction and smoothing of time series of satellite data
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Data ScientistGreenbyte Ab Jan 2019 - Feb 2020Gothenburg, Sweden- Implemented a Kalman smoothing algorithm to smooth out performance data of solar panels. The system was designed to reliably estimate the level of lost production of the panels.- Helped design a library for writing dynamic, flexible data science workflows in Python using an intermittent cache. - Developed a system for aggregating alert signals over time, both keeping a long history and having a short response time. - Performed dev-ops on a condition monitoring system employed for thousands of wind turbines. -
Master Thesis ProjectGreenbyte Ab Jun 2018 - Jan 2019Gothenburg, SwedenDevelopment of a condition monitoring system for wind turbines- Developed a model based on deep autoencoders which detects anomalies in 10-minute SCADA data from wind turbines.- The anomalies were analysed and an EWMA control chart was employed to provide automated alerts which can warn an operator before a critical component failure occurrs.- Among other things, the project involved: Application of a state-of-the-art neural network framework (PyTorch), data collection and storage in a MySQL-database, GPU-computing, extensive use of a workflow-management system (Luigi).
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Research AssistantChalmers University Of Technology Aug 2017 - Sep 2017Gothenburg, SwedenResearch project with a partner at the Biomedical Electromagnetics research group:- An investigation of the potential benefits of using multiple frequencies to focus microwaves to a limited volume, e.g. a brain tumour- A mathematical framework was employed to find the maximum energy of a bandwidth-limited electric field in a limited volume -
SmelterBoliden Jun 2015 - Aug 2016Skelleftea, SwedenWorked summers at the sampling section of a large smelting plant in Sweden.- Created small smelts from fragmented electronics, these were then pulverized and sent to a lab for analysis.- Operated many machines, including a forklift. -
Farm HandKarpo Ab May 2008 - Aug 2014Worked summers and free time on the family farm, tasks involved:- Harvesting- Grooming- Simpler engineering- Forestry
Niklas Renström Skills
Niklas Renström Education Details
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Complex Adaptive Systems
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Mathematics And Computer Science -
Engineering Physics
Frequently Asked Questions about Niklas Renström
What company does Niklas Renström work for?
Niklas Renström works for Alyst
What is Niklas Renström's role at the current company?
Niklas Renström's current role is Founder.
What schools did Niklas Renström attend?
Niklas Renström attended Chalmers University Of Technology, Politecnico Di Milano, Chalmers University Of Technology.
What skills is Niklas Renström known for?
Niklas Renström has skills like Research, Python, Engineering, Microsoft Office, Microsoft Word, Microsoft Excel, Matlab, Latex, Java, Mysql, Pytorch, Luigi.
Who are Niklas Renström's colleagues?
Niklas Renström's colleagues are Kerrie Walkiden, Serenity Lowe, Beth Feola, Peter Notkin, Josephine (Sy-Yun) Chen, Bismita Sahoo, Xuan Chai.
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