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(Uppdaterat 1+ år sedan)Data Scientist
Åkersberga, Sweden
Modersmål French, English, Mellan Polish, Svenska, Nybörjare Dutch, Russian
- Spark
- Machine Learning
- Python
Kompetenser (8)
Machine Learning
HIGH PERFORMANCE COMPUTING
DATA SCIENCE
BIG DATA ANALYTICS
Hadoop
ANALYTICS PLATFORM
DATA ANALYTICS
DATASETS
Professionell bakgrund
Freelance Data Scientist
2018-11 - Pågående
I help companies start small or big AI project by focusing on small things with big impact, one at a time, in the right order, from idea to implementation. I provide guidance in
multiple all aspects of such ventures, hands-on know-how, experience in team building and sta ng, trainings, etc
Since March. 2019 Imagimob (contract):
I help Imagimob develop an IoT solution around LoRa technology for asset tracking in outdoor environment and analytics of the data collected. I build the backend and part of
the rmware.
multiple all aspects of such ventures, hands-on know-how, experience in team building and sta ng, trainings, etc
Since March. 2019 Imagimob (contract):
I help Imagimob develop an IoT solution around LoRa technology for asset tracking in outdoor environment and analytics of the data collected. I build the backend and part of
the rmware.
Data Scientist
2018-12 - Pågående
My focus is R&D and business development around a new generation of privacy preserving machine learning algorithms suitable for building models from highly
sensitive datasets in data-distributed environments.
sensitive datasets in data-distributed environments.
AI and Bioinformatics Lead
Symbiome.io
2019-02 - Pågående
I joined the company from day one to help develop their core
product - gut microbiome analytics - and build a team around it.
product - gut microbiome analytics - and build a team around it.
Data Scientist
2019-02 - Pågående
I help Venor with their rst AI project within cybersecurity by o ering
senior experience and coaching to a junior in-house data scientist working on the project.
senior experience and coaching to a junior in-house data scientist working on the project.
Global head
H&M
2018-05 - 2018-11
Data Scientist: One of the rst data scientists in H&M xAI group, my role consisted in maintaining and improving data intensive business critical applications deployed at a global
scale, in close collaboration with the IT and business teams.
https://www.linkedin.com/in/ninnocenti
scale, in close collaboration with the IT and business teams.
https://www.linkedin.com/in/ninnocenti
Data Scientist
Combient
2016-03 - 2018-04
• Technology & Strategy: I was part of a small team focusing on product development and experimentation with technologies at an early stage of maturity in an industrial context.
• Data Scientist: As the rst data scientist at Combient, I helped bootstrapping Com-
bient's Analytics Center of Excellence, a team of highly skilled data scientists built to Combient's owners and partners in their Big Data analytics and AI needs. I contributed in all aspects of this venture, i.e. doing the rst proof-of-concepts, building the Combient's
analytics platform and toolboxes used internally, setting up computer clusters, recruiting
a team, coaching around Hadoop and Spark, securing the rst collaborations, and working as consultant at our owners and partners.
Major consultancy roles through Combient:
• SEB Bank ( 18 months, 50% time): I have contributed to establish a team around data science, machine learning and advanced analytics. I setup the rst prototype
Hadoop/Spark cluster for Big Data analytics purposes and provided signi cant guidance for the design of the production data lake currently in use.
• Electrolux ( 6 months, 50% time): I did a few proof-of-concepts to show the usefulness
of machine learning in various areas of their business, such as predictive maintenance and after-sale.
• Data Scientist: As the rst data scientist at Combient, I helped bootstrapping Com-
bient's Analytics Center of Excellence, a team of highly skilled data scientists built to Combient's owners and partners in their Big Data analytics and AI needs. I contributed in all aspects of this venture, i.e. doing the rst proof-of-concepts, building the Combient's
analytics platform and toolboxes used internally, setting up computer clusters, recruiting
a team, coaching around Hadoop and Spark, securing the rst collaborations, and working as consultant at our owners and partners.
Major consultancy roles through Combient:
• SEB Bank ( 18 months, 50% time): I have contributed to establish a team around data science, machine learning and advanced analytics. I setup the rst prototype
Hadoop/Spark cluster for Big Data analytics purposes and provided signi cant guidance for the design of the production data lake currently in use.
• Electrolux ( 6 months, 50% time): I did a few proof-of-concepts to show the usefulness
of machine learning in various areas of their business, such as predictive maintenance and after-sale.
Graphlab evangelist
Turi Inc
2015-12 - 2016-08
I acted as main contact person for Dato Inc. in the Stockholm area.
The role focused mostly on networking activities and small consultancy services around the Graphlab Create platform (now known as Apple TuriCreate, one of the rst open source
products from Apple).
The role focused mostly on networking activities and small consultancy services around the Graphlab Create platform (now known as Apple TuriCreate, one of the rst open source
products from Apple).
PhD student, Biological Physics
KTH, Royal Institute of Technology
2010-09 - 2015-10
School of Computer Science and Communication (CSC)
Thesis title: Data analysis and Next Generation Sequencing: Applications in microbiology.
I worked in the eld of DNA Sequencing in direct collaboration with multiple teams of mi-
crobiologists, providing support in analysis of experimental data, interpretation of results, experiment design, etc
• Teaching Assistant: various courses at KTH, day-to-day supervisor for numerous stu-
dents in internships, projects and Master's thesis a task requiring long term planning, management, communication and coaching skills.
• KTH International O ce: In charge of the practical organisation of the euSYSBIO Eras-
mus Mundus Programme. My task included organizing arrival of students and international
guests, study visits to/from partner universities, etc
Thesis title: Data analysis and Next Generation Sequencing: Applications in microbiology.
I worked in the eld of DNA Sequencing in direct collaboration with multiple teams of mi-
crobiologists, providing support in analysis of experimental data, interpretation of results, experiment design, etc
• Teaching Assistant: various courses at KTH, day-to-day supervisor for numerous stu-
dents in internships, projects and Master's thesis a task requiring long term planning, management, communication and coaching skills.
• KTH International O ce: In charge of the practical organisation of the euSYSBIO Eras-
mus Mundus Programme. My task included organizing arrival of students and international
guests, study visits to/from partner universities, etc
Imec
2009-09 - 2010-06
Belgium)
Intern (50% time): I worked on physical modelling and understanding of experimental
artefacts in Atom Probe Tomography, a by-then emerging microscopy technique allowing
3D imaging of samples with single atom resolution.
2007 - 2010 Double-degree programme T.I.M.E. - Top Industrial managers for Europe
Intern (50% time): I worked on physical modelling and understanding of experimental
artefacts in Atom Probe Tomography, a by-then emerging microscopy technique allowing
3D imaging of samples with single atom resolution.
2007 - 2010 Double-degree programme T.I.M.E. - Top Industrial managers for Europe
Akademisk bakgrund
MSc
University of Liège
2009-01 - 2010-01
MSc
KTH, Royal Institute of Technology
2007-01 - 2009-01
BSc
University of Liège
2004-01 - 2007-01