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Senior data scientist with deep NLP, AWS ML deployment and marketing science background
louis Dominique
,
london, United Kingdom
Experience
Other titles
Skills
I'm offering
Lead data scientist from Bain & co with expertise in applying AI, deep learning NLP, Computer vision & network analysis to business problems (Telco, Retail, Finance, Media)
Expertise deploying ML models to production with AWS Lambda, Flask, Tensorflow serving and building database tagging models.
Expertise in Natural language processing including new Transformer based models (Bert, distllbert, roberta,...)
Recruiting, training and coaching of junior analysts and data scientists
Expertise in Technological due-diligence for Markit Group and Bain Private Equity Invited speaker: University of Reading, Bath, King's College, Lecturer: EDHEC, UCL Stack: Python, R, Scala, Spark, Docker, Keras, TF, Redshift, Dialogflow, ES, Tableau, ..
Expertise deploying ML models to production with AWS Lambda, Flask, Tensorflow serving and building database tagging models.
Expertise in Natural language processing including new Transformer based models (Bert, distllbert, roberta,...)
Recruiting, training and coaching of junior analysts and data scientists
Expertise in Technological due-diligence for Markit Group and Bain Private Equity Invited speaker: University of Reading, Bath, King's College, Lecturer: EDHEC, UCL Stack: Python, R, Scala, Spark, Docker, Keras, TF, Redshift, Dialogflow, ES, Tableau, ..
Markets
United Kingdom
Links for more
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Language
English
Fluently
Spanish
Good
French
Fluently
Ready for
Larger project
Ongoing relation / part-time
Full time contractor
Available
My experience
2018 - ?
job
Lead Data Scientist
Elody Tech.
○ Data science consulting and training for retail, insurance, media: user based segmentation, probabilistic clustering, deep learning for database tagging, deep nlp for event analysis, model api and slackbot building
○ Led a team of data science experts from Google Brain, Dyson, Bain & SG to prepare and deliver the first AI summer school of the Caribbean (July 2018)
○ Led a team of data science experts from Google Brain, Dyson, Bain & SG to prepare and deliver the first AI summer school of the Caribbean (July 2018)
Advertising, API, Data Science, Retail, Training, Database, Deep learning, Event, Consulting, NLP, Ai, Insurance, Google, Science, LED
2018 - 2018
job
Adjunct Teaching Fellow
University College London.
Teaching
2015 - 2018
job
Lecturer in Big data and data science
Edhec Business School.
2014 - 2018
job
Senior Data Scientist (Advanced Analytics Group)
Bain & Company.
○ First data scientist hired by Bain in EU: recruitment, training and coaching of new hires
○ European expert on AI and data science for Private Equity Group(US & EU)
○ Led data science team on case that won Bain London's best case award
(and generated millions of $ of contracts with global retailers)
○ Cutting edge work:
* Deep learning for skin cancer detection: healthcare provider
* Influence network analysis, Telco: semi-supervised graph learning (1 billion E)
* Deep learning computer vision + CF for retail stock optimization (recommender)
* Deep NLP for incident response analysis, sentiment analysis, brand valuation
○ European expert on AI and data science for Private Equity Group(US & EU)
○ Led data science team on case that won Bain London's best case award
(and generated millions of $ of contracts with global retailers)
○ Cutting edge work:
* Deep learning for skin cancer detection: healthcare provider
* Influence network analysis, Telco: semi-supervised graph learning (1 billion E)
* Deep learning computer vision + CF for retail stock optimization (recommender)
* Deep NLP for incident response analysis, sentiment analysis, brand valuation
Coaching, Data Science, Retail, Training, Contracts, Deep learning, Analytics, Computer vision, Network, Recruitment, NLP, Advanced Analytics, Ai, Science, Contracts, LED
2012 - 2014
job
Vice-President, Data Scientist
Markit Group.
○ Initiated data science work at Markit (R&D and Product)
○ Led the Social media strategy plan of Markit Collaboration (Symphony)
○ Technological Due diligence of start-ups for partnerships/acquisition
○ Social network analysis, presented at ISLA2013 conference by head of equities
○ Prototyping of recommendation engines, ML+ NLP (PIG, Mahout, R, Spark)
○ Led the Social media strategy plan of Markit Collaboration (Symphony)
○ Technological Due diligence of start-ups for partnerships/acquisition
○ Social network analysis, presented at ISLA2013 conference by head of equities
○ Prototyping of recommendation engines, ML+ NLP (PIG, Mahout, R, Spark)
Social Media, Data Science, Prototyping, R, Due Diligence, Network, Spark, NLP, Science, LED, President, Social
2009 - 2012
job
Senior Analyst, Director of Secondary Research (Economics and Data science)
Serrula Research.
● In charge of Insight & Analysis on American Express 2010 & 2012 Global Survey
○ Led the first big data study of the retail web for Amex (NLP and CV)
○ Research design and research proposal writing, automatic report generation
○ Economic/Statistical analysis: Spend modelling, forecasts on 18 countries
○ Management of a team of 3 data research analysts
○ Led the first big data study of the retail web for Amex (NLP and CV)
○ Research design and research proposal writing, automatic report generation
○ Economic/Statistical analysis: Spend modelling, forecasts on 18 countries
○ Management of a team of 3 data research analysts
Design, Data Science, Writing, Retail, Research, Big Data, Management, Analyst, NLP, Web, Express, Science, LED
2006 - 2009
job
Co-Founder
Booxinity.
● Training and Education start up: Business school admission consultant
● Project management, Marketing and Data analysis, Google -adds & analytics - MySql
● Project management, Marketing and Data analysis, Google -adds & analytics - MySql
Marketing, Mysql, Data Analysis, Project Management, Training, Management, Analytics, Google, UP, Founder
My education
2012
-
2015
Stanford University
N/a, Mining Massive Datasets
N/a, Mining Massive Datasets
2011
University of London
Vocational, Statistics
Vocational, Statistics
1999
-
2004
Institut dÉtudes Politiques de Paris Sciences Po
Masters, N/a
Masters, N/a
?
-
1998
Sorbonne University Université Paris 1 Panthéon Sorbonne
Vocational, Economics
Vocational, Economics
?
-
1997
n/a
Associates, Applied mathematics & social sciences (Minor in Statistics)
Associates, Applied mathematics & social sciences (Minor in Statistics)
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