IO.

ISTANBUL · DATA / AI / ENGINEERING

ISMAILOZER

PythonPyTorchBERTKafkaPySparkDelta LakeAzureDockerMLflowSQLREST APIGit

BACKEND · AI · PRODUCTION SYSTEMS

Engineering AI beyond the notebook.

I build end-to-end machine-learning pipelines, NLP systems and production-grade backend APIs. My focus is the layer where data, models and software engineering meet: reliable systems that can actually ship, scale and be maintained.

Istanbul, TurkeyComputer Engineering · Kocaeli University · 2026
01
FOCUS

Production AI

Turning AI capabilities into reliable systems that work inside real products.

02
ENGINEERING

Backend & APIs

Maintainable backend architectures built around APIs, data models and background workflows.

03
AI SYSTEMS

RAG & Agents

Combining LLM workflows with retrieval, validation and reliable service layers.

Selected work / README

Open a folder to inspect the project in a terminal-style README.

~/ismail/projects4 folders

A practical path through software, data and AI.

2022 → PRESENT

/ 01

Education & training

Sep 2022 — Jun 2026

Kocaeli University

B.S. in Computer Engineering

GPA 3.02 / 4.00

Nov 2025 — Mar 2026

Akbank & Microsoft AI Academy

Data Analyst Training Program

Applied data analysis and Microsoft ecosystem training

Aug 2025 — Dec 2025

Mudanya University

Advanced AI Specialization with Python

Machine learning and AI specialization program

/ 02

Professional experience

Jul 2026 — Present

CURRENT

FlyRank AI

Backend AI Engineering Intern

API contracts · data models · RAG / agent loops · production backend

Jun 2026 — Jul 2026

Kocaeli University

Undergraduate Researcher

Automated data-analysis workflows for academic research

Jul 2025 — Sep 2025

Antalya Metropolitan Municipality

Software Engineer Intern

C# / .NET Core · REST APIs · MS SQL Server · relational data models

Have a product, data system or AI idea?

I am always interested in thoughtful engineering problems, AI products and production data systems.

© 2026 Ismail OzerBuilt for the web · Istanbul