Hello!

I'm Furkan K. Yıldırım, an Industrial Engineering M.Sc. Student at Sabancı University & Founder of Flio.ai

Get in touch contact@furkankyildirim.com

Background

I'm currently a Master of Science Student at Sabancı University and the Founder of Flio.ai, a startup focused on solving complex logistics problems. I previously worked as an Algorithm Engineer at Getir, where I developed micro-services and business logic algorithms for efficient order delivery.

As a computer scientist and industrial engineer, I specialize in developing algorithms, mobile applications, web, and back-end projects. I have comprehensive skills in data structures, algorithms, vehicle routing problems, optimization, software development, and team management. My passion lies in creating efficient solutions that meet complex business requirements.

When I'm not coding or researching, I'm likely exploring new technologies, contributing to open-source projects, or expanding my knowledge in industrial engineering and optimization techniques.

Skills
Languages
  • Python
  • JavaScript
  • C++
  • C#
  • R
  • HTML/CSS
  • Dart
  • SQL
Frameworks
  • React / React Native
  • FastAPI
  • Flask
  • Flutter
  • Node.js
Tools
  • Git & GitHub
  • Docker
  • Kubernetes
  • AWS
  • Google Cloud
  • CI/CD
Expertise
  • Data Structures & Algorithms
  • Vehicle Routing Problems
  • Optimization
  • Discrete Event Simulation
  • Software Architecture & Design
  • Micro-service Development
Experience
August 2023 - Present
Founder
• Engineer an end-to-end Order Management System integrated with a Vehicle Routing Optimization Engine, leveraging mathematical modeling and advanced heuristic algorithms to address complex logistical constraints and enhance operational efficiency in supply chain networks.
• Collaborate with Sabancı University and its entrepreneurship program SUCool (Start-Up Company League) during the development of the system, which secures investment through TÜBİTAK 1512 BİGG and reaches a $1M valuation.
• Develop the software using Python's FastAPI for the backend and JavaScript frameworks React and React Native for web and mobile frontends.
• Implement CI/CD pipelines with Docker, deploying scalable microservices architecture on both Google Cloud and AWS platforms.
February 2024 - Present
Teaching Assistant
• Teaching Assistant for ENS 208 - Introduction to Industrial Engineering course.
• Assist students with their learning through weekly recitation sessions, grade assignments and exams.
• Hold regular office hours to provide additional support.
• Help students understand fundamental industrial engineering concepts and problem-solving methodologies.
November 2022 - November 2023
Algorithm Engineer
• Took role in the improvement and development of micro‑services that receive 1.2M orders per day using Python.
• Participated in the development of business logic algorithms to deliver orders in the most efficient way in GetirMarket domain.
• Maintained the development of Discrete Event Simulation to optimize test and runtime performances of the algorithms using Python, FastAPI, Numpy and Pandas.
• Worked on visualizing and analyzing data results from VROOM, OSRM and New Relic.
April 2022 - November 2022
Algorithm Engineer Intern
• Worked on optimization test and runtime performances of OSRM and VROOM results with Discrete Event Simulation on Getir Market platform using Python libraries FastAPI, Numpy and Pandas.
• Developed unit tests, integration tests and refactored codebases for micro-services of the Getir Market platform using Python.
October 2022 - June 2022
Learning & Teaching Assistant
• Assisted Instructor Gülşen Demiröz on Data Structures Course, gave homework, graded, and helped students on assignments.
• Held weekly office hours for student consultations.
• Assisted students with their Python learning through weekly recitation sessions in the Computational Approaching to Problem Solving course called IF100.
• Extracted Turkish texts from PDF images using Python and certain APIs with Sabancı University VERİM.
January 2021 - February 2022
Software Engineer Intern
• Created and developed an e-commerce platform with .NET using C# language during the internship.
• Gained hands-on experience in full-stack development and e-commerce solutions.
June 2021 - January 2022
Software Engineer Intern
• Developed Search API in an e-Book Library with Python Flask, Redis and MySQL.
• Created a cross-platform mobile application of an e-Book Library with Flutter.
• Implemented efficient search functionality and mobile-first user interfaces.
View My Resume
Education
February 2024 - Expected January 2026
M.Sc. in Industrial Engineering
• Studying at the Faculty of Engineering and Natural Sciences with a full scholarship.
• Relevant coursework includes Facility Design and Analysis, Entrepreneurship, Operations Research and Data Mining.
• Research focuses on optimization and algorithm development for complex logistics problems.
September 2019 - January 2024
B.S. in Computer Science
• Graduated from the Faculty of Engineering and Natural Sciences with Sakıp Sabancı 100% Encouragement Scholarship.
• Completed coursework in Data Structures & Algorithms, Software Engineering, Programming Languages, Operating Systems, Database Systems, Network Systems, Mobile Application Development, Data Visualization & Analysis, Machine Learning, Logic & Digital System Design, and Cybersecurity.
September 2019 - January 2024
B.S. in Industrial Engineering (Double Major)
• Studied Industrial Engineering with focus on Operation Research, Business Strategy, Simulations, Decision Economics, Information Systems, Logistic System Planning & Design, and Decision Making Under Uncertainty.
• Transitioned to M.Sc. program before completion.
September 2019 - January 2024
Minor in Business Analytics
• Completed minor program in Business Analytics from the Faculty of Arts and Social Sciences.
• Coursework included Introduction to Business Analytics, Decision Making Under Uncertainty, and Management Information Systems.
September 2015 - June 2019
Science and Technology Program
• Completed rigorous science and technology-focused high school program.
• Participated in various academic competitions and projects.
September 2010 - June2019
Gifted Education Program
• Selected for specialized education program for gifted students.
• Participated in advanced studies and projects while maintaining regular education.
• Program focused on developing individual abilities and maximizing learning potential.
Other Projects

• Under the supervision of Prof. Dr. Burak Kocuk and within the scope of Sabancı PURE program, optimized the reflectivity of a metallic substrate by carefully selecting and layering dielectric materials.
• Created a producable thin film with a reflectance level of 99.8% in the visible light wavelength range using mixed‐integer nonlinear programming techniques.

Python Mixed-Integer Programming Optimization Mathematical Modeling

• Graduation project under Prof. Dr. Bülent Çatay developing a Vehicle Routing Problem (VRP) solution for E-Bebek Company.
• Reduced costs by 20% ($150K/year) through optimized route planning and visualization.

Python FastAPI VROOM OSRM PostgreSQL

• Led development of a furniture e-commerce mobile application using Flutter.
• Managed mobile team and developed backend services using FastAPI, PostgreSQL, Redis, and Docker.
• Used Jira and Bitbucket for project management.

Flutter FastAPI PostgreSQL Redis Docker

• Developed a social media platform with features like user authentication, friend management, post sharing, and profile analytics.
• Implemented using Express.js and Node.js, deployed on Google Cloud Platform with MongoDB Atlas.
• Featured CI/CD with GitHub Actions and infrastructure as code using Terraform.

Node.js Express.js MongoDB Atlas Google Cloud Platform Docker Terraform GitHub Actions

• This project examines and tries to predict the effect of some factors such as age, gender, genetic predisposition, place of birth on heart diseases.
• Used a large dataset and Python under the Introduction to Data Analysis Course.

Python Data Analysis Machine Learning

• Developed a mobile application for Sabancı University students to create class schedules with an intuitive interface.
• Published on Google Play Store and App Store, reaching 2000+ downloads with 4.9/5 rating.

React Native Python Flask Mobile Development

• Developed under Prof. Dr. Hüsnü Yenigün, created an algorithm to collect and analyze prerequisites for Sabancı University courses.
• Built visualization tools using JavaScript and Python Flask.

Python Flask JavaScript Data Visualization

• Created a location-based alarm application using React Native and Firebase.
• Published on Google Play Store and App Store, achieving 1000+ downloads with 4.8/5 rating.
• Features include location tracking and distance-based alerts.

React Native Firebase Location Services Mobile Development
Awards & Certifications
January 2024
PURE Project Certification
September 2023
Sakıp Sabancı 100% Encouragement Scholarship
Dean's High Honor List
November 2022
Excel to Access - Intro to Microsoft Access for Excel Users
October 2022
EXCEL at Work - Complete MS Excel Mastery Beginner to Pro
September 2022
Sakıp Sabancı 100% Encouragement Scholarship
Dean's High Honor List
February 2022
First Place at Sabancı University, 15th in Turkey among 350+ Teams
First Place at Sabancı University, 9th in Turkey
March 2021
Python for Data Science Certification
March 2021
Mobile Application Development with React Native and MobX Certification
January 2021
Dean's High Honor List
July 2020
Android and iOS Mobile Development Course - Flutter & Dart Certification
September 2019
High Success Scholarship