
Rana Kaya

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About me
Junior Analytics Consultant at invent.ai| MSc Candidate at Bilkent FBA | McKinsey NGWL'24
Education

Ümitköy Anadolu Lisesi
2015 - 2017High School Diploma Math and Science 3.685th place

Bilkent Üniversitesi
2017 - 2022Bachelor of Science - BS Industrial Engineering 3.07/4.00 Graduated with HonorsActivities and Societies: Business Talks Project Leader (Board Member) of YES, Active Member and Social Media Coordinator of DEP I realize that I am mostly curious about data science and analytics. Besides must courses, I took basic level political science, psychology, sociology, and business law courses to enrich my knowledge in social fields to find a way to combine my profession with social science in possible ways.

Bilkent Üniversitesi
2022 - 2024Master of Science - MS Decision Science and Operations Management 3.50/4.00Master of Science in Management - Concentration on Decision Science and Operations ManagementAdvisor: Assoc.Prof. Fehmi TanrıseverCourses Taken-ECON 509: Probability & Statistics I-MAN 610: Data Analytics & Statistics-ECON 510: Probability & Statistics II-IE 553: Applied Statistical Modeling and Data Analysis-MBA 568: Entrepreneurship and Innovation Management-MAN 627: Seminar in Corporate Finance-MBA 532: Marketing Management
Experience

Bilkent Üniversitesi Genç Girişimciler Kulübü
Sept 2017 - May 2019As a board members, we aimed to help each others personal projects additional to our projects. As a project leader of Business Talks and Business Trip projects, my coordinator and I organized a trips which were situated in both Europe and Istanbul to make our participants compare two start up and coorprate company environments. We went Siemens Mobility, Metro, Delivery Hero and other significant companies of Berlin and met their C-Level managers. As a active member in marketing subgroup of YES, our main aim is to find sponsors and speechers for our student branch activities. Also, we designed first description of Marketing Mind project which become than popular activity of our branch
Board Member
May 2018 - May 2019Active Member
Sept 2017 - May 2018

Kunduz
Oct 2019 - Jun 2020EducatorAiming to help high school students by solving their questions via Kunduz application in English and History fields

UÇ SAVUNMA ELEKTRONİK
Aug 2020 - Sept 2020Quality Engineering InternUsing quality control tools to maintain customer’s preffered quality level, writing reports about quality control steps and evaluate mid quality control processes.

Bilkent Üniversitesi
Oct 2020 - Jul 2021CS 125: Data Analysis for Social Sciences Lab Tutor, data analysis with Python (basic algorithms, numpy, pandas, matplotlib libraries) MATH 260 Introduction to Statistics Grader Grader, MATH 250 Introduction to Probability:Conditional probability, discrete and continuous random variables, conditional distributions, covariance, conditional expectation
Lab Tutor
Jun 2021 - Jul 2021Undergraduate Teaching Assistant
Feb 2021 - May 2021Undergraduate Teaching Assistant
Oct 2020 - Jan 2021

TÜBİTAK
Jan 2021 - Jan 2022Stajyer AraştırmacıTubitak stajyer araştırmacı burs programıProf.Dr. Ömer Erdeve:Eşik Prematüre Retinopatisini Engellemede PropranololProje için Almanya’dan gönderilecek ilaç ve plasebo kargolarının Ankara hastanelerine dağıtımını yürütmek, veri girişinin takip analizinin yapılması, veri kontrollerinin yürütülmesi

Data Glacier
May 2021 - Aug 2021Data Science Intern
Chiesi Türkiye
Jun 2021 - Jul 2021Logistics and Purchasing InternI am working as a logistics intern under finance department in Chiesi Pharmaceutical Company which produces drugs for neonotology and respiratory illness.

Arçelik Global
Jul 2021 - Aug 2021Production Planning InternWorking on a project that aimed optimization of ASRS system in unloading area

Garanti BBVA
Aug 2021 - Sept 2021Liquidity Risk Management InternHad opportunity to observe risk management techniques in liquidity perspective, machine learning algorithms that can be used in portfolio permanence, use of Bloomberg. Responsible for weekly acquiringbanking data and apply risk management methods of Garanti to bound risk level of the bank. Learned Qlik Sense Data Analysis Tool and make presentation and handbook about its usage which will be usedrather than Excel in coming months

Bilkent Üniversitesi
Sept 2021 - Jun 2022For this project, I use Bayesian regression with STAN with R interface.Project: Bayesian reliability models for design-specific, design-independent failure rates and reliabilitygrowths after design-specific failures -IE 375 Production Planning Grader Fall Semester-IE 400 Principles of Engineering Management Grader Spring Semester
CS 115 Lab Tutor
Feb 2022 - Jun 2022Undergraduate Research Assistant
Jan 2022 - Jun 2022Undergraduate Teaching Assistant
Sept 2021 - Jun 2022

Arçelik Global
Oct 2021 - Jun 2022Senior Year Project EngineerRoot Cause Analysis for gasket gap error with data analytics tools

FNSS Savunma Sistemleri A.Ş.
Nov 2021 - Jun 2022Candidate EngineerWorkforce Demand Forecasting Project that needs to be done with data analytics tools, R and Excel

Garanti BBVA
Jul 2022 - Sept 2023Liquidity Risk Management AssociateManagement Trainee at Market and Structural RiskAs a Liquidity Risk Management Associate, I was responsible for;-Daily and weekly reporting to Risk Committee and C-Levels-Calculation and reporting of internal liquidity metrics (related to short term/long term funding, funding structure, deposits and loans, fx, early withdrawal deposits) - Controlling regulatory liquidity and funding risk metrics such as LCR.-Governing IT projects to automate reports, participating and analyzing UATs.-Designing new KPIs asked by BBVA-Calibration of metric thresholds-Preparation of monthly Risk Committee and Asset Liability Committee Reports-Participate in ICAAP procedures in liquidity (preparing procedures of funding structure, detailed prescription of internal metrics and their purposes, checking and controlling metrics of subsidiaries) Show less

Maven Partners
Sept 2023 - Jun 2024Started as a Senior Data and Business Analyst in September 2023 and promoted to project manager and data science consultant in CRM/Data Analytics projects at a leading electronics retailer. As a consultant and PM, in analytics side, I am responsible for projects for Turkey's leading electronics retailer. -Website specialization for retailer’s website and offering bundle campaigns by using sales and viewing data.-Detecting sales assistants that might resign with predictive models.-Creating demand forecasting by using time series in SAS Forecast Studio.-Detecting monthly campaign products and audience by using statistical models.-Ad Hoc requests from CRM team such as generating additional campaign audiences, gathering new customer information, descriptive statistics of each category.-Creating marketplace sales data and Google Analytics viewing data from raw data to usable form.-Assisting to offers for new projects. Show less
Data Science Consultant
Jan 2024 - Jun 2024Senior Data and Business Analyst
Sept 2023 - Jan 2024

Invent.ai
Jun 2024 - nowJunior Analytics Consultant
Licenses & Certifications

Unilever Financial Mind Simulator
UnileverNov 2021- View certificate

Otomotiv Yaz Kampı
Öğrenci KariyeriAug 2021 - View certificate

Data Visualization and Dashboards with Excel and Cognos
CourseraJun 2021 - View certificate

Excel Basics for Data Analysis
CourseraJun 2021 - View certificate

Introduction to Data Analytics
CourseraJun 2021 - View certificate

Introduction to Operations Management
CourseraJun 2021 
Talent Camp
Garanti BBVAApr 2021- View certificate

SQL(Basic)
HackerRankJun 2021 - View certificate

Introduction to Data Science in Python
CourseraSept 2020 - View certificate

Supply Chain Logistics
CourseraSept 2020
Honors & Awards
- Awarded to Rana KayaBilkent University High Honor Certificate for Spring 2021-2022 Semester Bilkent University Jun 2022 I became an high honor student with 3.77/4.00 GPA in Spring 2022 Semester
- Awarded to Rana KayaTürkiye İş Bankası Ideathon - 1st Place İş Bankası Mar 2022 1st place
- Awarded to Rana KayaBilkent University Honor Cerrificate for Fall 2021-2022 Semester Bilkent University Jan 2022 I became an honor student with 3.28/4.00 GPA in Fall 2021 Semester
- Awarded to Rana KayaBilkent University Honor Certificate for Spring 2020-2021 Semester Bilkent University Jun 2021 I became an honor student with a 3.22/4.00 GPA in the 2021 Spring Semester
- Awarded to Rana KayaBilkent University High Honor Certificate for 2019-2020 Spring Semester Bilkent University May 2020 I became high honor student with 3.53/4.00 GPA
- Awarded to Rana KayaBilkent University Honor Student Certificate for 2018-2019 Spring Semester Bilkent Üniversitesi May 2019 I became a honor student with 3.01/4.00 GPA
Volunteer Experience
Aktif Gönüllü
Issued by Toplumsal Duyarlılık Projeleri on Sept 2017
Associated with Rana Kaya
Languages
- i̇İngilizce
- tüTürkçe
- i̇İspanyolca
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