Mustafa Mert Tunalı

I build machine learning systems that run in production. These days, I work on distributed AI simulation at Turba Labs, modeling how training and inference workloads behave at scale.

Before that, I worked on document understanding, computer vision, and generative AI. Away from the keyboard: racing, science fiction, and neuroscience.

Work

May 2026–present

I work on large-scale distributed AI systems, modeling LLM training and inference workloads as execution traces and simulation scenarios that drive cluster capacity, hardware selection, and network topology decisions.

Previously, at Multimodal

At Multimodal, I designed and built the architecture behind AgentFlow and Instant, taking both from initial design to production.

  • AgentFlowDocument workflows, enterprise search, conversational AI, and reporting.
  • InstantNatural-language requirements to AI workflows. I built core parts including ingestion monitoring, confidence scores, and audit trails.

Open source

go-chatgpt-grpc

Go / gRPC

A Go server for streaming and custom backend features around the OpenAI API.

Deep Learning Training GUI

Python / ML

A desktop interface for training pretrained models and following progress in TensorBoard.

Research

My published work is in computer vision for industrial quality control. I’m also interested in ML infrastructure and bio-inspired AI.

Off work

You’ll find me at the Nürburgring Nordschleife or in a racing sim, trying to improve every apex and braking point.

I read science fiction and neuroscience papers when I can. The connection between biological and artificial intelligence keeps me curious.

Blue BMW M2 on the Nürburgring Nordschleife
Away from the keyboard.
Nürburgring Nordschleife

Education

MEF University

2020–2024

BSc in Computer Engineering