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

09/2017 – 09/2018Ankara Türkiye

Chemical Engineering

Middle East Technical University

Incomplete

09/2011 – 09/2017Ankara,Türkiye

Petroleum and Natural Gas Engineering

Middle East Technical University

Incomplete

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.

07/2022 – 03/2023

Independent Projects / Job Search, Ankara, Türkiye

  • Developed independent projects in financial time series forecasting and data visualization tools (Streamlit, Shiny, Python).
  • Actively prepared for transition into Data Science roles, consolidating academic and professional skills.
  • 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