Hi, I'm Yağız Yaman

AI & Machine Learning Engineer | Software Team Lead | Full-Stack Developer

I build intelligent AI systems, from Large Language Models and RAG architectures to production-ready ML pipelines. Passionate about transforming complex data into impactful solutions that drive business value.

Yağız Yaman

Yağız Yaman

AI & ML Engineer

Ankara, Turkey

Who is Yağız Yaman?

An AI engineer passionate about building intelligent systems

Bridging AI Innovation with Real-World Impact

I'm an AI and Machine Learning Engineer who specializes in building end-to-end intelligent systems. From designing RAG architectures and fine-tuning Large Language Models to deploying production-ready ML pipelines, I transform cutting-edge research into practical solutions.

My expertise spans the entire AI development lifecycle: data engineering, model development, API design, and cloud deployment. I'm equally comfortable building conversational AI agents, implementing semantic search systems, or developing custom NLP solutions.

Honor GraduateFirst in class, GPA 3.28
International ExperienceErasmus+ in Poland
Published AuthorAcademic research papersView on ORCID
Defense IndustryYETEN Project

Quick Facts

LocationAnkara, Turkey
FocusAI & LLMs
LanguagesTurkish, English
DegreeB.Sc. Computer Eng.
InterestsAI, Chess, Cosmos

How I Can Help You

End-to-end AI solutions from concept to production

LLM & Conversational AI

Building intelligent chatbots and AI assistants powered by state-of-the-art language models. From prompt engineering to fine-tuning custom models for your specific domain.

GPT-4ClaudeLLaMAPrompt EngineeringFine-tuning

RAG & Knowledge Systems

Designing RAG systems that connect LLMs to your private data. Vector databases, semantic search, and intelligent document processing pipelines.

LangChainLlamaIndexPineconeChromaDBEmbeddings

Agentic AI Systems

Creating autonomous AI agents that can reason, plan, and execute complex multi-step tasks. Tool use, function calling, and multi-agent orchestration.

AutoGPTCrewAIFunction CallingTool UseMulti-Agent

NLP & Text Analytics

Deep expertise in NLP: sentiment analysis, text classification, named entity recognition, and custom NLP models for your business needs.

TransformersBERTspaCySentiment AnalysisNER

ML Engineering & MLOps

Building production-ready ML systems with CI/CD, monitoring, and scalability. From data pipelines to model serving APIs.

DockerFastAPIMLflowKubernetesAWS/GCP

Full-Stack AI Applications

Complete web applications with AI at the core. Modern frontends, robust backends, and seamless ML integration.

DjangoFlaskFastAPIReactAngularPostgreSQL

Mobile App Development

Building cross-platform mobile applications with React Native and Expo. From concept to App Store and Play Store deployment.

React NativeExpoiOSAndroidMobile AI

Microservices & Scalability

Designing and implementing scalable microservices architectures. Database partitioning, containerization, and distributed systems.

MicroservicesPostgreSQL PartitionDockerKubernetesLinux

Cybersecurity Solutions

Developing security-focused solutions including hotspot management systems, NDR threat intelligence platforms, and PAM (Privileged Access Management) solutions.

HotspotNDRPAMThreat IntelligenceSecurity

Computer Vision & Object Detection

Building computer vision solutions using YOLO and advanced image processing techniques. Real-time object detection, image classification, and visual AI applications.

YOLOOpenCVImage ProcessingObject DetectionCV

Technologies & Tools

Modern AI/ML stack for building production systems

LLM & Generative AI

OpenAI APIClaude APILangChainLlamaIndexHugging FaceOllama

Vector & Databases

PineconeChromaDBWeaviatePostgreSQLPostgreSQL PartitioningNeo4jRedis

Deep Learning

PyTorchTensorFlowTransformersKerasONNX

Computer Vision

YOLOOpenCVImage ProcessingObject DetectionPyTorch

Backend & APIs

PythonFastAPIDjangoFlaskREST APIsGraphQLMicroservices

DevOps & MLOps

DockerKubernetesGitCI/CDMLflowLinux

Frontend & Mobile

ReactAngularReact NativeExpo

Data & Analytics

PandasNumPyScikit-learnScrapyApache Kafka

Things I've Built

MINDIA - AI-Powered Mental Health Platform

AI-powered digital mental health platform with daily mood tracking, AI analysis, and secure communication. Available on Play Store and App Store.

React NativeExpoAI/MLFastAPIPostgreSQL

Customer Journey Analytics

ML model predicting customer journeys and purchase tendencies. Published as academic article.

PythonMLCRM

Drug Review Sentiment Analysis

Advanced NLP sentiment analysis with SMOTE and model tuning. Better results than existing studies.

PythonNLPSMOTE

Graph-based Recommendation

Collaborative filtering with Neo4j graph database on MovieLens dataset.

Neo4jPythonGraph DB

IntelliAgentTeam

Intelligent multi-agent system framework for collaborative AI agents. Open-source project on GitHub.

AI AgentsMulti-AgentPythonLLM

AI-Agents

Collection of AI agent implementations and frameworks. Various agent architectures and patterns for autonomous AI systems.

AI AgentsLangChainPythonLLM

Professional Journey

Feb 2024 - Present

Software Team Lead

Biztek Siber Güvenlik / Sobe Yazılım, Ankara

Leading software development teams in cybersecurity projects including hotspot management, NDR threat intelligence, and PAM solutions. Working across web, mobile, database, Docker, Linux (RedHat), and AI-focused initiatives. Specializing in the intersection of cybersecurity and artificial intelligence.

Mar 2023 - Feb 2024

Junior Software Developer

Sarente Information Technologies, Ankara

Developed YETEN Project for Turkey's Defense Industries. Built web app classifying defense sector capabilities.

Sep 2021 - Present

ML Engineer / Python Developer

Freelancer

Working on diverse ML and software projects. Specializing in AI applications and web development.

Jul 2021 - Sep 2021

Data Scientist Intern

OptiWisdom, Antalya

Developed and published academic article on Customer Journey Analytics.

Academic Background

Sep 2018 - Jul 2022

B.Sc. Computer Engineering

Kırıkkale University

Kırıkkale, Turkey

Graduated first in class as honor student.

GPA: 3.28
Feb 2022 - Jul 2022

Erasmus+ Exchange

Lublin University of Technology

Lublin, Poland

Study abroad in Computer Sciences.

Let's Work Together

Contact Information

Feel free to reach out for collaborations or opportunities.

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