Ismail Burak Yavru, PhD

Senior Software Engineer, Software Architect and Applied AI Researcher

I design enterprise software systems and applied AI solutions that move from research and architecture to reliable production deployment.

View Selected Projects Download CV

12+Years in Software Engineering
8+Years in AI Research
7+Enterprise Production-Scale Projects
10,000+Daily Vehicle Events
75,000+Users Served
PhDin Computer Engineering

_/ SELECTED PROJECTS

Selected Projects

Selected production systems

PROJECT / 01

Production system

ForgeFlow Agent Platform

An open-source, experimental multi-agent software engineering platform designed to combine specialised AI agents, deterministic repository analysis, MCP-based tools and enforceable quality gates. ForgeFlow aims to make agent-assisted development more structured, traceable and safety-oriented than conventional single-agent code generation workflows.

PythonGoogle Agent Development Kit (ADK)Model Context Protocol (MCP)JavaMaven

_/ RESEARCH

Research focused on reliable, explainable and useful intelligent systems.

Selected focus areas across intelligent systems and research engineering.

Recommender Systems

Recommendation quality, representation and evaluation across popularity and long-tail behavior.

Recommendation algorithms
Popularity bias
Long-tail recommendation
Evaluation protocols

_/ PUBLICATIONS

Publications and academic contributions.

Selected academic contributions

2026Journal articles
SUPER: Smart User-Centric Popularity Exposure Reduction for Fair and Diverse Recommendations
Ismail Burak Yavru, Emre Yalcin, Alper Bilge, Sevcan Yilmaz Gunduz
View details
2022Journal articles
Predicting myocardial infarction complications and outcomes with deep learning
Ismail Burak Yavru, Sevcan Yilmaz Gunduz
View details

_/ EXPERIENCE

Career Timeline

Jul 2024 — Present
Senior Software Engineer
IT Department - Bursa Uludag University
Leading the design and development of modern, scalable software architectures for Bursa Uludağ University, modernizing legacy systems with cutting-edge technologies, and advancing institutional capabilities through technical leadership and team training, while conducting research in artificial intelligence and recommender systems.
Jul 2022 — Jul 2024
Software Architect Team Lead
Republic of Türkiye Ministry of Agriculture and Forestry
Software Architect and Project Lead for the HİDROTÜRK Model Project at the Republic of Türkiye Ministry of Agriculture and Forestry, leading the design and development of a sustainable national software platform. Responsible for defining the system architecture, coordinating the development lifecycle, guiding technical decisions, and ensuring the long-term maintainability, scalability, and continuity of the project.
Feb 2019 — Jul 2022
Co-founder & Software Architect
EsTeknoloji Ltd. Co.
Co-founded EsTeknoloji and led the architecture and delivery of enterprise software, custom client solutions, web and mobile applications, and technology consulting projects. Responsible for defining product and technical strategy, designing scalable software architectures, managing end-to-end development processes, guiding engineering decisions, and working directly with clients to transform business requirements into reliable digital solutions. Combined software architecture, hands-on development, project leadership, client management, and business development responsibilities to support the company’s growth and the long-term sustainability of its products and services.

_/ CONTACT

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