* Python, PyCharm, Virtual Environments, Dependency Management * Data structures, Functions, Conditions, Loops, Comprehensions * NumPy, Pandas, EDA, Data Visualization * Rule-Based Classification * CRM Analytics * KPIs - Cohort Analysis * Customer Segmentation with RFM * CLTV Calculation & Prediction * BG/NBD for Expected Sales Forecasting * Gamma-Gamma for Average Expected Profit * Measurement Problems (Dynamic Pricing, AB Testing, Sorting) * Recommendation Systems * Association Rule Learning with Apriori Algorithm * Content Based, Product Based, and Collaborative Recommendation Systems

Upwork | Dec 2022 - Present

Jr Data Scientist

- Used Python and Pandas for analysis of field data and prediction of delays - Used matplotlib for visualization, Tableau dashboards

Upwork | Aug 2022 - Dec 2022

Data Analyst

- Built supervised pipeline for sender-receiver region localization system using deeplearning, with data labeling & preprocessing

Hermitage Infotech | Feb 2022 - Dec 2022

Geographic Information System Specialist

- Developing deep understanding of the industry and delivering key insights by analysing data - Oversee geospatial staff and assist them with data management, visualizations, cartography, spatial analysis, automation/scripting of spatial tasks, web development, and many other GIS-linked technical tasks on rail and other projects - Researching and implementing new trading strategies - Building and developing new or existing data infrastructure - Provide support for portfolio management of all satellite, ground, and aircraft products - Build web based applications/database to keep the records of satellite product using Python, R and databases - Clean, explore, manipulate, analyze large geospatial datasets and develop and build geospatial data pipelines for downstream model development using Python and R packages, google earth engine, ArcPy, ArcGIS API for Python

Synergy Solutions | Sep 2021 - Feb 2022

Geographic Information Systems Analyst

- Gathered project requirements and defined test cases. Verified project outcome through tracing test cases and expected results to requirements for high-quality Geospatial Data and map products - Built a pipeline for data transfer, calculation, and visualization using python and SQL - Performed complex SQL queries to extract, clean, process and visualize spatial data - Created data pipelines using dbt models. Tested and documented and verified results with product and dev teams - Analyzed geographical data using PostGIS, QGIS and Carto

MGC Urban Planning Office | Feb 2019 - Dec 2020

Urban Planning Specialist

- Prepared land use strategies and planning policy documents. Drafted planning scheme amendments using Microsoft Office Suit and ArcGIS - Performed land use site selection, land use planning model, economic and demographic analysis using spatial models and geoprocessing methodologies

TURKIYE ULUSAL AJANSI | Jan 2019 - May 2019

Volunteer Staff

N/A

Fiverr | Jan 2019 - Present

Spatial Data Analyst

- Monitoring, inspection of the ongoing projects or scenario which is powered by interactive GIS Map - Story Maps helps presenting the story o analysis and outcome while Web Mapping App helps providing solution/application for real world problems with GIS technology - Statistical Analysis, Geoprocessing, Image Processing and etc.

Mitto Consulting | Apr 2017 - Jan 2020

GIS Specialist

and external clients - Defined urban planning metrics to assess compliance with urban regulations on mining sector - Managed project expectations for a wide range of clients including private and government sectors

Aselsan | Dec 2016 - Mar 2017

Geographic Information Systems Engineer

N/A

RKSOFT YAZILIM | Nov 2016 - Mar 2017

GIS Specialist, Team Leader

N/A

Çözüm Planlama | Aug 2013 - Nov 2016

Urban Planner

- Created database pipelines to generate maps and graphs for project team - Analyzed geographical data using ArcGIS and Netcad - Collaborated in defining comprehensive planning and blueprint documents for urban planning projects - Acted as a strategic development consultant in sustainable planning projects

TEPAV | Economic Policy Research Foundation of Turkey | Jan 2013 - Jun 2013

Project Intern

- Meaning of Green Settlement Criteria in the Framework of Sustainable Development in Terms of Urban Transformation Practices. - Dialogue between European cultural capitals; I worked as a period assistant in Istanbul, Pecs, Ruhr.

İller Bankası | Jun 2012 - Sep 2012

Intern

İlbank meets the financing need of special provicial authorities also provides such administrations with consultancy services and assistance on urban projects.

TEPAV (Economic Policy Research Institute) | Jun 2012 - Aug 2012

Summer Research Intern

N/A

My Education

Take a look at my formal education

Master of Science - MS, Geographic Information Science and Remote SensingAkdeniz University | 2022

Master of Architecture - MArch, ArchaometryOrta Doğu Teknik Üniversitesi / Middle East Technical University | 2013

Bachelor's degree, Urban and Regional PlanningSuleyman Demirel University | 2013

Bachelor's degree, Urban and Regional PlanningGazi University | 2012

About Me

Hi, its me Merve Gamze. I am an urban planner also I am specialised in GIS, Remote Sensing, and data science approaches in modelling and mapping spatial patterns and relationships.

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