> initializing_ai_systems _

AI Engineer

Ömer Yıldırım

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Specializing in Prompt Engineering, RAG Systems, and AI-Powered Solutions. Building intelligent applications that leverage the latest in LLM technology and machine learning innovations.

50+
AI Models Deployed
100+
Prompt Templates
20+
RAG Systems
164
Countries Ready

< AI Services />

Cutting-edge AI solutions for modern challenges

🧠

Prompt Engineering

Advanced prompt design using CoT, ToT, Few-shot, and Zero-shot techniques. Optimizing LLM outputs for maximum accuracy and relevance.

  • • Custom prompt templates
  • • Multi-step reasoning chains
  • • Context optimization
  • • Performance benchmarking
🔍

RAG Systems

Building Retrieval-Augmented Generation systems for enhanced AI responses with real-time data integration.

  • • Vector database integration
  • • Document processing pipelines
  • • Semantic search optimization
  • • Knowledge base management
📱

AI Mobile Apps

Flutter-based mobile applications powered by AI. Real-time inference, on-device models, and cloud AI integration.

  • • Flutter + AI integration
  • • On-device ML models
  • • Real-time AI features
  • • Cross-platform deployment
🌐

AI-Powered Websites

Intelligent web applications with integrated AI capabilities. Chatbots, recommendation systems, and predictive analytics.

  • • AI chatbot integration
  • • Personalization engines
  • • Predictive analytics
  • • Smart content generation
🤖

Custom LLM Solutions

Fine-tuning and deploying custom language models. From OpenAI to Hugging Face, local and cloud deployments.

  • • Model fine-tuning
  • • Custom training pipelines
  • • API development
  • • Performance optimization
💡

AI Consulting

Strategic guidance for AI adoption. From proof of concept to production-ready AI systems.

  • • AI strategy development
  • • Technology assessment
  • • Implementation roadmap
  • • Team training & workshops

< About Me />

Jack of All Trades, Master of AI

The Journey

Passionate AI Engineer with a unique perspective combining analytical thinking from a medical technology background with cutting-edge AI expertise. Specialized in creating intelligent solutions that bridge complex problems with elegant AI implementations.

Currently focused on pushing the boundaries of what's possible with Large Language Models, RAG systems, and prompt engineering. Every new AI tool is an opportunity to create something innovative.

Focus: AI & LLMs
Expertise: Prompt Engineering
Tools: OpenAI, HuggingFace
Global: 164 Countries

🚀 Current Focus

Building next-generation AI applications, exploring every new model and tool, from GPT-4 to local Llama implementations.

💡 Philosophy

"10 hours at the computer feels like minutes when you're creating with AI. Every problem has an AI-augmented solution waiting to be discovered."

🎯 Mission

Democratizing AI technology by creating accessible, powerful solutions that transform how businesses and individuals leverage artificial intelligence.

< Featured Projects />

AI-powered innovations in action

AI Email Personalization

Pioneering AI-powered email system built before ChatGPT era. Advanced personalization using early LLM techniques.

AI/ML NLP Salesforce

Medical RAG System

RAG-based medical knowledge system processing thousands of documents for instant, accurate medical insights.

RAG Vector DB LangChain

AI Fund Analyzer

Financial analysis tool using AI for predictive modeling and comprehensive fund performance reports.

GPT-4 Python FinTech

AI Productivity App

Flutter mobile app with integrated AI for smart task management using Eisenhower Matrix + AI recommendations.

Flutter AI Integration Mobile

Prompt Template Library

Comprehensive collection of optimized prompts for various use cases. 100+ tested templates with benchmarks.

Prompt Eng. Testing Documentation

Local LLM Infrastructure

On-premise LLM deployment using Llama models. Complete setup for privacy-focused AI applications.

Llama LocalAI Docker

< Jack of All Trades Blog />

Thoughts on AI, Technology, and Everything in Between

AI Dec 15, 2024

The Future of RAG Systems

Exploring how Retrieval-Augmented Generation is revolutionizing AI applications and what's next for this technology...

Read More →
Productivity Dec 10, 2024

10 Hours of Focused Coding

How I maintain deep focus for extended coding sessions and why it feels like minutes when you love what you do...

Read More →
Tutorial Dec 5, 2024

Prompt Engineering Masterclass

Advanced techniques for crafting perfect prompts: CoT, ToT, and the art of getting exactly what you need from LLMs...

Read More →
Philosophy Nov 28, 2024

Crisis Management in Code

How medical crisis management principles apply to debugging production issues and system architecture...

Read More →
Travel Tech Nov 20, 2024

Coding Across 164 Countries

The advantage of visa-free travel for global tech projects and building AI systems worldwide...

Read More →
FinTech Nov 15, 2024

AI in Banking Revolution

Why the banking sector is ripe for AI disruption and how we're building the future of financial technology...

Read More →

< Technical Stack />

AI-First, Everything Else Follows

🤖

AI & Machine Learning

Prompt Engineering
RAG Systems
LangChain
OpenAI API
Hugging Face

Development Stack

Python
Flutter
React/Next.js
Node.js
Salesforce
🛠️

Tools & Infrastructure

Vector Databases
Docker
Cloud Platforms
Git/GitHub
API Development

< Let's Build AI Together />

Ready to transform your ideas with AI

AI Services

🚀

Consulting

AI Strategy & Implementation

💡

Development

Custom AI Solutions

🌍

Global

Available in 164 Countries

Start Your AI Journey