EFE TUNÇ

Istanbul, Turkey · Computer Science, AI Track

Systems that watch themselves.

From real-time telemetry on an avionics bus to autonomous agents that diagnose their own microservices — I build software that notices when something's wrong, and does something about it.

01

About

I'm a Computer Science student on the Artificial Intelligence track at Özyeğin University, minoring in Industrial Engineering, graduating January 2027. My work sits at the intersection of machine learning and systems engineering — I've written low-latency code for a live avionics bus, built LLM-based agents that fix broken microservices on their own, and modeled financial volatility with recurrent networks.

Outside of coursework, I mentor incoming students as a peer advisor, spent a year on the supervisory board of my university's debate club, and keep half an eye on financial markets and quantitative modeling for fun.

02

Experience

AUG–SEP 2025
ISTANBUL, TR

Software Engineering Intern

Ziraat Technology
  • Built a full-stack social aid payment management system on ASP.NET Core Web API with a MySQL backend, designing the relational schema behind payment records and reporting.
  • Implemented payment query, execution, and creation workflows with layered validation, eliminating malformed records.
  • Delivered a responsive React.js interface consuming the API through Axios, with reusable components and robust error handling.
JUL–AUG 2025
ANKARA, TR

Software Engineering Intern

ASELSAN
  • Developed and tested low-latency data communication modules for the MIL-STD-1553 avionics bus, processing real-time telemetry with fault tolerance guarantees.
  • Contributed to scalable simulation systems modeling real-time data exchange between distributed defense subsystems.
JUL–AUG 2024
ISTANBUL, TR

Software Engineering Intern

Pension Monitoring Center (EGM)
  • Built C# and ASP.NET middleware integrating internal platforms with external systems through a reusable, object-oriented integration layer.
  • Designed and tested API integration with UYAP (National Judiciary Informatics System), including data mapping between heterogeneous schemas.
03

Projects

PYTHON · LLMS · MULTI-AGENT · KUBERNETES · DOCKER

LLM-Based Multi-Agent MLOps Platform

Senior graduation project, 2026
  • Designed a multi-agent platform that autonomously detects, diagnoses, and remediates faults in microservices running on Kubernetes.
  • Built an end-to-end pipeline that ingests telemetry, localizes root causes, generates safe fixes, and applies them without human intervention.
PYTHON · TENSORFLOW/KERAS · PANDAS · SCIKIT-LEARN

Volatility Prediction with LSTM Networks

Machine learning course project, 2025
  • Built an LSTM pipeline to forecast financial time-series volatility, covering ingestion, cleaning, and sliding-window sequence construction.
  • Engineered lagged and rolling statistical features and evaluated performance with RMSE and MAE on a held-out test split.
04

Education

Özyeğin University — B.Sc. Computer Science, AI Track

Minor in Industrial Engineering · Sep 2022 – Jan 2027 · Istanbul, Turkey · GPA 3.54 / 4.00

Relevant coursework: Machine Learning, Data Structures & Algorithms, Database Systems, Object-Oriented Programming & Design Patterns, Operating Systems, Optimization, Heuristic Analysis.

05

Leadership

AUG 2024 – AUG 2026

Peer Advisor — Özyeğin University Peer Advising Program

Guided incoming students over a two-year term, running one-on-one and small-group sessions on course planning and study strategies.

JUN 2023 – MAY 2024

Supervisory Board Member — OzU Debate

Supervised club operations and financial decisions, monitoring internal processes during major events and tournaments.

OCT 2022 – JUN 2024

Student Member — IEEE

Helped organize campus technical events, workshops, and seminars for the student community.

06

Skills

PROGRAMMING
PythonSQLC# JavaC++JavaScript
MACHINE LEARNING
TensorFlowKerasPyTorch scikit-learnLSTM / RNNsTime-Series Forecasting
GENERATIVE AI
LLMsMulti-Agent Systems Hugging Face TransformersPrompt Engineering
DATA & TOOLS
pandasNumPyMySQL DockerKubernetesGit REST APIsASP.NET CoreReact.jsLinux