Rana Kaya

Rana Kaya

Followers of Rana Kaya1000 followers
location of Rana KayaAnkara, Türkiye

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  • Timeline

  • About me

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

  • Education

    • Ümitköy Anadolu Lisesi

      2015 - 2017
      High School Diploma Math and Science 3.68

      5th place

    • Bilkent Üniversitesi

      2017 - 2022
      Bachelor of Science - BS Industrial Engineering 3.07/4.00 Graduated with Honors

      Activities 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 - 2024
      Master of Science - MS Decision Science and Operations Management 3.50/4.00

      Master 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 2019

      As 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 2019
      • Active Member

        Sept 2017 - May 2018
    • Kunduz

      Oct 2019 - Jun 2020
      Educator

      Aiming to help high school students by solving their questions via Kunduz application in English and History fields

    • UÇ SAVUNMA ELEKTRONİK

      Aug 2020 - Sept 2020
      Quality Engineering Intern

      Using 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 2021

      CS 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 2021
      • Undergraduate Teaching Assistant

        Feb 2021 - May 2021
      • Undergraduate Teaching Assistant

        Oct 2020 - Jan 2021
    • TÜBİTAK

      Jan 2021 - Jan 2022
      Stajyer Araştırmacı

      Tubitak 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 2021
      Data Science Intern
    • Chiesi Türkiye

      Jun 2021 - Jul 2021
      Logistics and Purchasing Intern

      I 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 2021
      Production Planning Intern

      Working on a project that aimed optimization of ASRS system in unloading area

    • Garanti BBVA

      Aug 2021 - Sept 2021
      Liquidity Risk Management Intern

      Had 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 2022

      For 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 2022
      • Undergraduate Research Assistant

        Jan 2022 - Jun 2022
      • Undergraduate Teaching Assistant

        Sept 2021 - Jun 2022
    • Arçelik Global

      Oct 2021 - Jun 2022
      Senior Year Project Engineer

      Root Cause Analysis for gasket gap error with data analytics tools

    • FNSS Savunma Sistemleri A.Ş.

      Nov 2021 - Jun 2022
      Candidate Engineer

      Workforce Demand Forecasting Project that needs to be done with data analytics tools, R and Excel

    • Garanti BBVA

      Jul 2022 - Sept 2023
      Liquidity Risk Management Associate

      Management 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 2024

      Started 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 2024
      • Senior Data and Business Analyst

        Sept 2023 - Jan 2024
    • Invent.ai

      Jun 2024 - now
      Junior Analytics Consultant
  • Licenses & Certifications

  • Honors & Awards

    • Awarded to Rana Kaya
      Bilkent 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 Kaya
      Türkiye İş Bankası Ideathon - 1st Place İş Bankası Mar 2022 1st place
    • Awarded to Rana Kaya
      Bilkent 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 Kaya
      Bilkent 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 Kaya
      Bilkent 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 Kaya
      Bilkent 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
      Toplumsal Duyarlılık ProjeleriAssociated with Rana Kaya