Hi, I'm Kent UmutIbuildfull-stackappsandreal-timeAIsystemsthatfeel
magical andshipreliably.
Currently at ETH Zürich, building scalable web apps, voice AI, RAG systems, and cloud infrastructure — turning research into real-world systems.
About Me
Building the future of human-AI interaction.
I'm Kent Umut, a Full Stack Developer & AI Engineer and Computer Science student at ETH Zürich. I build scalable web applications and real-time AI systems that feel magical and ship reliably.
My work spans the entire stack — from training models and building RAG systems to designing full-stack web applications and shipping production architectures.
I'm particularly passionate about voice AI and multi-agent systems that push the boundaries of what's possible.
Education
ETH Zürich
B.Sc. Computer Science
Machine Learning & AI Focus
0+
Years coding
0+
Projects built
class AIAgent:
def __init__(self):
self.model = "claude-opus-4-6"
self.tools = []
async def run(self, task):
return await self.execute(task)
Zürich, Switzerland
Available for opportunities
Selected Work
Featured Projects
Experience
Where I've worked.
From student networks to startups and software engineering.
Head of Treasury & Director of Marketing
Claude Builder Club · Zürich, Switzerland
Leading treasury operations and marketing strategy for the Claude Builder Club, driving community engagement and outreach initiatives.
Co-Founder & General Director
Kolektif Olusum · Türkiye / Europe
Serving as Director General & IT at the largest student network in Türkiye and Europe. Contributing to organizational leadership while supporting the development of kolektifolusum.org. Previously led the organization as President.
Software Engineer Intern
Defne Telecommunications · Türkiye
Gained hands-on experience in backend development, Java programming, and 5G infrastructure. Worked on real-world projects involving OOP, data structures, Git, and CI/CD pipelines.
Intern
Porty Tech · Türkiye
Worked in a $1M+ funded startup, collaborating closely with the founder and CEO. Contributed ideas on startup marketing, one of which was successfully implemented. Gained insights into entrepreneurship and early-stage decision-making.
Expertise
What I Build
Focused on machine learning, AI systems, and full-stack development. From research prototypes to production applications.
Frontend & Mobile
Building responsive web and high-performance cross-platform mobile apps with React, React Native, Expo, and Tailwind CSS.
Backend & Architecture
Designing scalable APIs, microservices, and databases using Node.js, NestJS, Fastify, and Prisma ORM within Monorepos.
Machine Learning & LLMs
Integrating large language models (Gemini, OpenAI) and local ONNX embeddings into intelligent, context-aware applications.
RAG & Vector Databases
Building Retrieval-Augmented Generation pipelines mapping semantic embeddings to vector stores like Qdrant for semantic search.
Voice & Speech AI
Engineering ultra-low latency conversational AI agents with STT/TTS integrations and custom WebSocket protocols.
Cloud & DevOps
Provisioning and deploying scalable AWS infrastructure using CDK/Terraform, Docker containerization, and automated CI/CD.
Get In Touch
Let's build something amazing together.
Have a project in mind? Looking for AI engineering expertise? I'd love to hear from you.
© 2026 Kent Umut.