Emma Effa Email and Phone Number
I have more than five years' experience in NLP data science. I am currently looking for new challenges.Prior to working at Fanvoice Startup as a NLP Data Scientist, my primary goal was to reduce tedious and error-prone tasks. To do this, I used mathematics, statistics, predictive modeling and machine learning techniques to develop and produce predictive models for decision-making or process optimization.I am deeply fascinated by the creation of beloved, reliable products that help people achieve more in their work.If you catch me out of the office, I love reading and I want to write my own books!Competencies: SQL, NoSQL, Business Intelligence, machine learning, deep learning, Python, Numpy, Pandas, scikit-learn, Tensorflow, Keras, Pytorch, Tableau, GCP, AWS, Microsoft Azure, Airflow, Git, Dataiku.
Emagine Consulting Sarl
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Data EngineerEmagine Consulting Sarl Feb 2023 - PresentParis, Île-De-France, France -
Data ScientistFanvoice Feb 2020 - Dec 2022Région De Paris, France- Implemented 9+ pilot projects/POC for priority use cases. ;- Applied mathematics, statistics, predictive modelling and machine learning techniques to develop and produce predictive models for decision making or to optimize processes ;- Supported and coached 1 Junior Data Scientist and 2 Junior Linguist in local team ;- Scientific monitoring of specific business issues ;- Prepare over 18 scientific documents. -
Phd CandidateUpmc - Sorbonne Universities Mar 2016 - Oct 2019Région De Paris, FranceMy PhD project aims at developping automatic or semi-automatic methods for reconciliating federated heterogeneous models subject to dynamic changes. My work falls into the framework of the industrial project ISC. + Implemented over 3 pilot projects / POCs for use of thesis projects ;+ Scientific follow-up on automated language processing and semi-supervised learning ;+ Presented the results of the thesis project to a number of partners and at two scientific conferences (Edoc… Show more My PhD project aims at developping automatic or semi-automatic methods for reconciliating federated heterogeneous models subject to dynamic changes. My work falls into the framework of the industrial project ISC. + Implemented over 3 pilot projects / POCs for use of thesis projects ;+ Scientific follow-up on automated language processing and semi-supervised learning ;+ Presented the results of the thesis project to a number of partners and at two scientific conferences (Edoc, ICECCS). Show less -
Research InternIrt Systemx Apr 2015 - Oct 2015Paris Saclay+ Design of an ontology with protected data+ Creation of a structured and unstructured data collection pipeline from various tools + Implementation of a java connector+ Creation of Sparql queries + Visualization of the data graph with Neo4j -
Bi EngineerOrange Cameroun May 2013 - Aug 2014Douala, Cameroon+ Work on large volumes of data (about 10 million subscribers);+ Identify key insights into the business company (churn rate calculation, profile segmentation in the database);+ Use SQL queries and reporting tools such as Qlickview and Business Object to better support our internal customers (sales, marketing) or our management (churn, crosscell, segmentation of the subscriber base);+ Create KPIs reports and dashboards to guide the company's operational and strategic decisions… Show more + Work on large volumes of data (about 10 million subscribers);+ Identify key insights into the business company (churn rate calculation, profile segmentation in the database);+ Use SQL queries and reporting tools such as Qlickview and Business Object to better support our internal customers (sales, marketing) or our management (churn, crosscell, segmentation of the subscriber base);+ Create KPIs reports and dashboards to guide the company's operational and strategic decisions (prediction of revenue variations, churn rate, etc.);+ Collect and clean data with Talend Open Studio;+ Supervision of internships. Show less -
InternshipCfao Technologies Dec 2012 - Mar 2013Douala, CameroonMissions and tasks performed: Implementation of a strategy for the storage of CCTV Camera Axis, diagnosed with FortiGate security 100 and access control architecture with Bodet -
Academic InternshipUnivesité Cheikh Anta Diop, Direction Des Systémes D'Information Feb 2012 - Jul 2012Dakar, SènègalMissions and tasks performed: Study of the existing security policy and setting up a VPN for mobile users.
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Academic InternshipMtn Cameroon Jul 2010 - Sep 2010Douala, CameroonMissions and tasks performed: Study of the CMDB (Configuration Management Database) and implementation of applications for managing the CMDB. -
Internship In Implementation Of An Enterprise Resource Planning (Erp)Departement De Gestion (Cepecs), Ecole Supérieure Polytechnique, Ucad,Dakar,Senegal Apr 2008 - Jun 2008Dakar, Senegalmissions and tasks performed: Implementation of an ERP (Enterprise Resource Planning)
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Internship In Network Administration And MaintenanceUniversity Of Gambia Department Of Information Technology (It) À Banjul Jul 2007 - Aug 2007Banjul, GambieMissions and tasks performed: Administration of the Network and maintenance
Emma Effa Education Details
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Traceability Between Heterogenous Documents -
Mastère Spécialisé En Technologie Du Web : Système, Service Et Sécurité -
Ecole Supérieure Polytechnique De Dakar, SénégalInformatique -
Faculté Des Science, Université Cheikh Anta Diop, Dakar, SénégalInformatique -
Ecole Supérieure Polytechnique De Dakar, SénégalInformatique -
Université De Douala, CamerounMathématiques Appliqués -
Collége Alfred Saker, Douala, CamerounSerie C
Frequently Asked Questions about Emma Effa
What company does Emma Effa work for?
Emma Effa works for Emagine Consulting Sarl
What is Emma Effa's role at the current company?
Emma Effa's current role is Senior NLP data scientist | Researcher member of COPAB and LVA | Ntealan R&D member and linguist.
What schools did Emma Effa attend?
Emma Effa attended Pierre And Marie Curie University, Imt Atlantique, Ecole Supérieure Polytechnique De Dakar, Sénégal, Faculté Des Science, Université Cheikh Anta Diop, Dakar, Sénégal, Ecole Supérieure Polytechnique De Dakar, Sénégal, Université De Douala, Cameroun, Collége Alfred Saker, Douala, Cameroun.
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