Emil Guliyev

Founder | Data Scientist | Ph.D. | Consultant

Salary / Daily rate

Lille, France

Freelance

Can come onsite

Skills

LLMs / Large language modelsMachine LearningData ScientistAI EngineerNumPyNLP / Natural Language ProcessingScrapingData EngineeringData AnalysispandasTensorFlowData VisualizationETLBig DataDeep LearningAIData Miningscikit-learnKerasPyTorchAzureMongoDBSQL QueriesData ScienceRPythonAWSMicrosoft SQL ServerDatabricksPySparkLinuxGoogle Cloud PlatformGitCRMDockerJiraApache SparkHadoopGitHubA/B TestingTableauAmazon EC2Power BISalesforceMySQLPower AppsFlask

Languages

Azerbaijani (Native)English (Fluent)Turkish (Fluent)FrenchJapaneseRussian

About me

Intro

En m'appuyant sur mes connaissances approfondies, j'offre une expertise à la demande en science des données (classification, vision par ordinateur, GenAI, prévision, apprentissage non supervisé), en analyse des données et en ingénierie des données aux industries à la recherche d'informations exploitables et de décisions stratégiques fondées sur les données. Mon engagement reste inébranlable pour fournir des résultats impactants adaptés aux besoins spécifiques des entreprises.

Links

Work experience

Founder

Caspian Analytics

Dec 2022 - Present

3 years 11 months

Lille, France

- Rapports BI (PowerBI, Tableau) - Prévisions financières - Apprentissage en profondeur : Vision par ordinateur - Deep learning : GenAI : Développement de produits (intégration des LLMs de base au cas d'utilisation du client tel que RAG) - Analyse de big data (ApacheSpark) - Travail avec les technologies Cloud (AWS, Azure et GCP) et bien d'autres encore. Contactez-moi pour plus de détails et pour toute question

Research Assistant and PhD Candidate

IÉSEG School of Management

Jan 2020 - Feb 2024

4 years 2 months

Lille, France

J'ai travaillé sur la construction de modèles de « churn » dans des contextes commerciaux d'abonnement à des logiciels (B2B) et deux de mes travaux universitaires ont été publiés dans la revue « Industrial Marketing Management ».

Data Scientist

Enfocus

Jan 2020 - Feb 2023

3 years 2 months

Ghent, Belgium

- Churn modeling - Forecasting - Big Data Analytics - Business Dashboards

Data Science Dissertation Project : ML Algorithms in Booking Cancellations

Carnival UK (P&O Cruises & Cunard)

Jun 2019 - Sep 2019

4 months

Southampton, UK

Worked on Carnival UK project related with the University of Southampton master dissertation. Investigated the impacts of guest level data attributes in predictive modelling performance and its impacts on business. Key areas : *Application of CRISP DM Framework * Descriptive Analytics * Predictive Analytics: Guest Retention Models * Application of various Decision Tree models * Data Cleaning/ Pre-Processing *Feature Engineering * R studio for ML: “caret” and other packages * CART, XGboost, Random Forest *Domino Data Lab

Summer Intern - Junior Accountant

ARCLAND MMC

Jun 2018 - Aug 2018

3 months

Karki 0619, Azerbaijan

Worked as intern at ARCLAND consulting. Took part in preparation of Balance sheet, Income Statements. Learned about the regulations on Tax and Customs in Azerbaijan Gained first hand experience on local tax system in Azerbaijan(http://www.taxes.gov.az) . Took part in preparation of Q2 reports. Got insights on the application of online banking practices . Prepared relevant documents on E-government ( https://www.e-gov.az ) and constantly updated client’s profile on the system. Softwares worked on : Microsoft Excel, 1C:Enterprise, BTP( Bəyannamə Tərtibetmə Programı)

Intern at Guest Relations

Hilton Baku

Jun 2016 - Jul 2016

2 months

Hilton baku

I was working in Front Office, at Guest Relations and during my internship I learned how to greet guests, deal with guest complaints, worked with OPERA PMS,leading software in leisure industry, saw real team work in FO department, faced with different and unforgettable situations. When my university professors were teaching me some courses, I was just able to understand the meaning of course by definition but not in real situations. Having internship and with working in different situations at Hilton Baku was helpful guide to me to understand all of the materials that I have learned at university.


Education

University of Lille 1 Sciences and Technology

Doctor of Philosophy - PhD, Data Science/ Marketing Analytics

2020 - 2024

4 years 2 months

Activities and societies: Churn modeling / artificial intelligence

University of Southampton

Msc Business Analytics and Finance, Business Analytics

2018 - 2019

2 years

Fully focused on the application of analytics for business sector specializing in finance. Wrote master thesis in Customer Retention modelling in collaboration with Carnival UK. Studied Fields: * Simulation testing * Optimization( Linear Programming) * Python for Business Analytics * R studio for Machine Learning * SAS ( Enterprise Miner, Guide and SAS 9.4) * Credit Scoring ( Logistic Regression, XGBoost, Scorecards) * Quantitative Research in Financial Markets * Bloomberg Trading

ADA University

Bachelor's of Business Administration (B.B.A.), Business Administration and Management, General

2013 - 2018

6 years

Grade: 3.13

Studied 4 years focusing on Management, Finance, Accounting and Marketing. Gained soft and technical skills throughout the program. Worked as team leader at Green Club within ADA University. Got accepted as a first student for 1 year exchange study opportunity based on bilateral agreement between ADA University and Ritsumeikan Asia Pacific University. As a part of capstone project , worked with a team of students to deliver export strategy for local company based in Azerbaijan.

Ritsumeikan Asia Pacific University

International Management, Business Administration and Management, General

2016 - 2017

2 years

Grade: GPA 3.33

Activities and societies: Aikido club, Tenku festival, Global Business Case Competition, Study Abroad Fairs,

Studying in Japan for 1 year was one of the best moments of my educational lifetime. AACSB accredited Ritsumeikan APU is Japan's one of the leading private university that offers multicultural and multilingual environment to its students. Since it has bilingual education system, I learned Japanese language at pre-intermediate level while studying there as an exchange student. Also, I had professors from all over the world, and their unique teaching system helped me to develop myself internationally and see the world from different perspectives

Baku, Khatai, School 55

2011 - 2013

3 years


Licenses & certifications

SAP ERP Essential Training

Issued: Aug 2019

Certified by LinkedIn

Azure Machine Learning Development: 3 Deploying and Managing Models

Issued: Aug 2019

Certified by LinkedIn

Amazon Web Services Essential Training

Issued: Aug 2019

Certified by LinkedIn

Machine Learning and AI Foundations: Classification Modeling

Issued: Jul 2019

Certified by LinkedIn

Machine Learning and AI Foundations: Decision Trees

Issued: Jul 2019

Certified by LinkedIn

R Programming in Data Science: High Volume Data

Issued: Jul 2019

Certified by LinkedIn

Oracle Database 12c: Basic SQL

Issued: Jul 2019

Certified by LinkedIn

Best Visualization Award

Issued: May 2019

Certified by Karsun Solutions, LLC

Learning SQL Server 2017

Issued: Mar 2019

Certified by Lynda.com

Organizational Behavior

Issued: Apr 2015

Certified by Young Business Factory

Portfolio

Détection automatisée de l’érosion des sols par segmentation d’images pour un opérateur de drones

Table de reporting financier des revenus multi-sources pour un éditeur de logiciel

Plateforme serverless d’analyse des données d’usage à grande échelle

Moteur d’intelligence géographique basé sur l’IA et la collecte automatisée de données publiques

Assistant IA sur mesure avec enrichissement RAG pour un éditeur de logiciel

Détection d’objets et de changements par vision par ordinateur pour un opérateur de drones

Modélisation de la reconnaissance des revenus et prédiction du churn pour un éditeur de logicie

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