Experience

My Challenges

Data analysis, development, project management and team lead

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Data Scientist

International group, Haute-Savoie, France

Industrialize Data Science solutions with a focus on marketing, in a team, at international scale.
Python, SQL, Airflow, DBT, Dataiku, Snowflake, Power BI, Microsoft.

June 2023 - present

Currently

Lead Data Scientist and Manager

Startup IA-NLP, France

Built and implemented, within a team, a custom software solution using text data (newspapers, research articles, tender’s requests, patents…) to provide business monitoring for companies (using in particular Natural Language Processing, Python, FastAPI, Docker, MariaDB)

Jan 2022 - June 2023

1 year 6 months

Data Scientist, Experienced Consultant

Amaris Consultig SARL, Genève, Switzerland

Mission in luxury watch industry
Co-built, conceptualized, and implemented a tailor-made solution in response to business challenges related to supply-chain (Python, Data Science)

March-Dec. 2020

10 months

Data Scientist, Quantitative Research Assistant

Institut de Recherche en Gestion et Economie (IREGE), Annecy, France

Research on environmental innovation in SMEs
Publications :
https://www.erudit.org/fr/revues/mi/2017-v21-n2-mi04044/1052690ar/
https://www.cairn.info/revue-management-2015-2-page-132.htm (132 Google Scholar citations)
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Feb. 2014 - Aug. 2018

4 years 6 months

Data Engineer, Research Engineer

Institut de Recherche en Gestion et Economie (IREGE), Annecy, France

Defined database architecture, perform data matching and data cleansing
Converted and encoded data for analysis (created KPI for innovation)
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April-July. 2013

4 months

Project manager

Haute Savoie Avenir, Think Tank, Annecy Le Vieux, France

Collaborated and wrote White Papers
Made prospective studies and surveys on topics linked to Haute-Savoie
Co-organized meetings for business leaders(Haute-Savoie companies)

Sept. 2011 - Sept. 2012

1 year 1 month

Market Researcher

Maison de l’économie développement (MED), Annemasse, France

Search for information in databases (SQL queries, cross-referencing...)
Produced statistical analyses for a feasibility study
Collected data for the geographic information system (GIS)

Jan.-March 2011

3 months

Teaching and training responsibility

Assistant professor

Université Savoie Mont Blanc, Annecy, France

Strategy : Introduction to Management Sciences, Organizational Theories, Strategic Diagnosis
Marketing : Introduction to Marketing, Market Research, Marketing case studies
Contributed to project management in English: MARCIEE (MARketing Communication Innovativeness of European Entrepreneurs), Trento, Italy (2017)

Sept. 2014-Aug. 2018

4 years

Training manager

IAE Savoie Mont Blanc, Annecy, France

Bachelor Marketing and Communication (3rd year)(Licence 3 Economie Gestion, Marketing et Communication)‍
About 60 students/year
Recruitment, training management, internship follow-up, participation in selection and graduation jury
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Sept. 2016 - Aug. 2018

2 years

Latest news & ongoing projects

No longer in research and academics, but my past work is still read and cited, thank you!
To know more :
- My Google Scholar profile : https://scholar.google.fr/citations?user=JHO6l4YAAAAJ&hl=en
- My ResearchGate profile : https://www.researchgate.net/profile/Amandine-Pinget

Python development of an AI application to suggest recipes from a database of American recipes (English project) - Soon online!
Participation in challenges on Kaggle.com

Recent achievement : Celebrating 100 citations on Google Scholar of my past research on Environmental Innovation and SMEs !‍
For more information : https://scholar.google.com/citations?user=JHO6l4YAAAAJ&hl=fr

EDUCATION & Degrees

My Background

Nov. 2018

Big Data: Analyses techniques and visualization

M2i Formations, Paris, France

Advanced professional training

Hadoop, MapReduce, Spark, Kafka, MongoDB, Tableau, Python

Déc. 2016

PhD in Management Sciences (Strategy)

COMUE Grenoble Alpes, Annecy, France

Thesis: "Specificities of environmental determinants: an approach applied to SMEs"
Quantitative and applied research
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https://tel.archives-ouvertes.fr/tel-01429671/document

Juin 2014

Master’s Degree (Research), Research & Consulting in Business and Economics
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IAE Savoie Mont Blanc, Université Savoie Mont Blanc, Annecy, France

Major: Strategy, with high honours

Sept. 2010

Master’s Degree (Professional), Economics and Statistics

IAE Savoie Mont Blanc, Université Savoie Mont Blanc, Annecy, France

With honours

Juin 2010

Bachelor’s Degree, Law, Economics and Management

IAE Savoie Mont Blanc, Université Savoie Mont Blanc, Annecy, France

Major: Economics and Finance

Juin 2009

Acounting Advanced Technician's Certificate
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Lycée Gabriel Fauré, Annecy, France

CONTACT ME

Hard & Soft Skills

My Skills

Collaborative

Rigorous

Persistant

English and Italian
Fluent (C1, professional competence)

French
Native

Languages

Python (Django, FastAPI), R, SQL, SAS, Java, JavaScript, C, Bash, HTML, CSS, VBA

Tools

VisualStudio Code, GitLab/GitHub/Bitbucket, Eclipse, Jupyter Notebook, RStudio, Jira, Confluence

OS
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Windows & Linux (Ubuntu 20.04)

DBMS

Microsoft SQL Server, Snowflake, MariaDB, Adminer, PostgreSQL, SQLite, MySQL, Access, MongoDB, Cassandra (SQL/NoSQL)

Statistics

SAS(Enterprise Guide and Miner, Model Manager), Stata, SPSS, Sphinx IQ, Maple

Big Data

MongoDB, Spark, Kafka, Hadoop, MapReduce, Tableau, Power BI, BigQuery, Gephi, QlikSense, RabbitMQ, Celery, Dataiku, Airflow, DBT
Cloud solutions: AWS, GCP and Microsoft Azure

Machine Learning

Python/Anaconda with: NumPy, SciPy, Matplotlib, Seaborn, Pandas, Scikit-learn, Statsmodels, Keras, TensorFlow, PySpark, PyKafka, Spacy, Scrapy, nltk (non-exhaustive list)

Others
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SAP, MapInfo (GIS), Sage, Microsoft Office(with advanced use of Excel and Access), Office 365, LaTeX, Google Analytics

Methods

Data pre-processing (data cleansing, handling missing/outliers in data, normalization,...)
Data mining, Data visualization
Simple and multiple regressions (Generalized linear model (GLM), Multinomial Logit and Probit,...)
Machine Learning : supervised and not supervisd, Clustering (K-means, Nearest Neighbors, Principal Component Analysis(PCA), Decision Tree, Random Forest,…)
Artificial Intelligence, Big Data : Deep Learning (Neuronal Networks (RNN, CNN, …)), Optimization, Natural Langage Processing(NLP),…
Re-sampling(Bootstrap,…), Boosting (AdaBoost, Gradient Boosting, XGBoost…)
Advanced econometrics (time series, panel data, financial data, Multiple Treatment Effect,…) and forecasting

Hello,