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Aykut Kutlu Data Scientist
Profile

I am a solution-oriented professional with a solid background in economics and a proven ability to develop practical and innovative approaches to challenges. My expertise lies in building models grounded in strong economic foundations, allowing me to take a broad and strategic perspective in my analyses. I have applied my analytical skills, enriched by integrating statistical methods, to tackle complex problems and deliver impactful solutions. Notably, I have measured the impact of the world's largest cash aid program, showcasing my ability to deliver rigorous and insightful evaluations. Outside of work, my passion for theatre feeds my creativity and perspective, enabling me to thrive in environments that require both strategic thinking and creativity. I am dedicated to achieving effective, results-driven outcomes in all that I do.

Education
09/2018 – 06/2022Ankara, Türkiye

BSc in Economics

Hacettepe University

Cumulative GPA: 2.84/4.00

09/2008 – 06/2011Ankara, Türkiye

High School

Mehmet Emin Resulzade Anatolian High School
Professional Experience
04/2023 – presentAnkara, Türkiye

Data Analysis Officier

Türk Kızılay KIZILAYKART

· Conduct in-depth data analysis and generate comprehensive reports to support data-driven decision-making processes, ensuring insights are effectively utilized for strategic planning.

· Perform regular Minimum Expenditure Basket (MEB) calculations to assess the cost of essential goods and services, contributing to economic assessments and policy development.

· Carry out vulnerability assessments by applying statistical and analytical methodologies to identify at-risk populations, helping to design targeted interventions and support mechanisms.

· Develop regression models and implement time series forecasting techniques to predict trends, optimize resource allocation, and enhance strategic decision-making in humanitarian and economic contexts.

· Utilize advanced statistical tools and programming languages, such as R, Python, and SPSS, to enhance the efficiency, accuracy, and automation of data analysis processes.

· Collaborate with cross-functional teams, including researchers, policymakers, and field experts, to refine data-driven strategies and improve program effectiveness.

· Conduct profiling studies to analyze vulnerabilities at both household and individual levels, identifying socio-economic risk factors and informing tailored assistance programs.

· Design and implement targeting studies and program optimization strategies using techniques such as logistic regression, robust regression models, and decision trees, ensuring the effective allocation of resources.

· Develop and evaluate multiple scenario-based models in profiling studies, conducting caseload calculations and forecasting to anticipate future needs and optimize intervention planning.

Skills
Programmin Languages

R Studio, Python, SPSS, SQL

Relational Databases

MySQL, PLSQL

Web Application Development

Streamlit, shinyapps

Survey Methodology

Advanced Questionnaire Design, Sampling Strategies, Bias Reduction Teqniques, Reliability & Validity Assessment

Data Manipulation

dplyr, tidyr, pandas, numpy

Regression Modeling

lm, glm, car, MASS, scikit-learn (LinearRegression, LogisticRegression), statsmodels

Mapping & Spatial Data

leaflet, sf, ggmap, tmap

Machine Learning Framework

Scikit-learn, TensorFlow, XGBoost, Random Forest etc.

API Development

FastAPI, APIs

Data Collection & Maagment

Advanced ODK (Complex forms, ODK Central, API), Survey Implemenation, Data Quality Assurance Protocols

M&E Frameworks

Logframe, Toc, RBM, SMART Indicator Development & Tracking

Data Visualization

matplotlib, seaborn, plotly, ggplot2

Decision Trees

scikit-learn (DecisionTreeClassifier / Regressor), rpart, caret, rpart.plot

Professional Skills
Project Management
Adaptability
Critical Thinking
Ethical Awareness
Creativity
Communication
Leadership
Time Management
Technological Proficiency
Strategic Thinking
Languages
Turkish — Native/Bilingual
English — Fluent

Fluent in English, excellent oral and written skills

Certificates
CVA - The Fundamentals

2023 August 22

Market Assessments: Introduction (English)

25 May 2023

Introduction to Monitoring and Evaluation (English)

25 May 2023

MEAL DPro: Monitoring, Evaluation, Accountability and Learning for Development Professionals

20 August 2024

Cash and Voucher Assistance - The Fundamentals

22 August 2023

Market Assessments: Rapid Assessment for Markets (RAM) (English)

25 May 2023.

CVA Level 2 Training

14-18 October 2024

Interests
Theatre

At the beginning of my university years at METU, I participated in the theatre club and both acted in many plays and watched many plays. I still try to follow the theatre regularly.

Music

I like listening to music and trying to play musical instruments. I was particularly interested in percussion instruments during my university years. During the pandemic, I learnt to play the ukulele. I especially like listening to alternative music, jazz, blues.

Computer Games

I've played computer games since I was little. Although I used to play FPS and MMORPG games more often, nowadays I prefer strategy games more.

ps. especially European Universal 4