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terzigolu/README.md

👋 Hey, I'm Yusuf Terzioğlu

AI-Driven Software Architect • System Thinker • Product Builder


🧭 About Me

I build LLM-powered systems that convert raw, chaotic data into structured intelligence.
10+ years of engineering, 7+ years in React Native & TypeScript, now focused on:

  • LLM orchestration & autonomous agents
  • Memory-based reasoning systems
  • RAG pipelines (hybrid retrieval + cost control)
  • Scalable AI SaaS architectures (Next.js 15 + Supabase + RLS)

🧠 Philosophy: Software shouldn’t just run — it should think.


🧰 My Real Toolchain (Daily Workflow)

AI Assistants & Code Models

Claude Code · Roo Code · Cline · Copilot · Qwen Coder · Amazon Q · OpenAI Models
Windsurf · Cursor · Kilo Code · Kiro Code · Opencode

Dev Environment

Warp Terminal · Zsh automation · Local AI proxies · MCP setups
CLI tools · agent debugging utilities

Agent Systems

Memory-augmented agents · Context engines
Multimodal routing · Autonomous workers
LLM-driven pipelines with deterministic reasoning


🚀 Highlight Projects

Project Description Stack
ORKAI https://orkai.io AI SaaS analyzing 500k+ YouTube & Instagram comments with hybrid caching, agents & brand insights Next.js 15 · Supabase/Postgres · RLS · Redis · BullMQ · Gemini · Claude
Ramorie https://ramorie.com LLM-powered memory + task engine linking content, context & reasoning across a personal knowledge graph Node.js · Electron · Commander.js · PostgreSQL · Gemini
Ming Mobile App Internal communication & community platform for organizations (chat, announcements, media sharing) React Native · Firebase · Node.js
Rhym P2P music-instrument marketplace (wallet, escrow, shipping automation) React Native · Next.js · .NET
UcuzYolu Travel platform with real-time flight/hotel/bus integrations React Native · RTK Query · Supabase
40Ayak Logistics & container tracking for port operations React Native · PostgreSQL · Socket.IO
IoT Smart Home Systems Custom automation modules, sensors, mobile dashboards, remote control systems Embedded C · GSM/LoRa modules · React Native
Industrial GSM Meter Readers Remote utility meter reading devices using GSM modules, PCB firmware & cloud data pipelines Embedded C · PCB Design · MQTT/HTTP
PCB Electronics & Field Work Designed and assembled PCBs, soldering, diagnostics, field technician operations Hardware design · Electronics · Soldering

💻 Tech Stack

Core Engineering

TypeScript · React Native · Next.js 15 · Supabase · PostgreSQL · Redis · Docker
BullMQ · Zod · Zustand · RTK Query · Expo · Cloudflare · Firebase

AI Development

Gemini API · Claude API · Vertex AI
RAG pipelines · Vector search · Hybrid retrieval
Prompt engineering · Agent memory layers
LLM orchestration · Multi-agent communication
Fault-tolerant worker design

IoT & Electronics

Embedded C · PCB Design · GSM Modules (Quectel, SIM800)
Smart home automation · Sensor networks
Soldering, multimeter diagnostics, technician-level electronics


🧠 Architecture Mindset

Philosophy:
  - Systems should think, not just execute
  - Simplicity beats complexity at scale
  - Automation removes repetition — not reasoning
  - Every module must have purpose, clarity, and observability

Principles:
  - Deterministic > Random
  - Observable > Implicit
  - Declarative > Procedural
  - Minimal, modular, measurable

Current Focus:
  - AI-driven SaaS (Next.js 15 + Supabase + RLS)
  - LLM orchestration & agent memory layers
  - Queue orchestration & fault-tolerant workers
  - Cost-optimized reasoning pipelines (Gemini + Claude)
  - IoT cloud integrations & device intelligence

Popular repositories Loading

  1. can-it-be-done-in-react-native can-it-be-done-in-react-native Public

    Forked from wcandillon/can-it-be-done-in-react-native

    ⚛️📺 Projects from the “Can it be done in React Native?” YouTube series

    TypeScript

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  3. awesome-react-native awesome-react-native Public

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    Awesome React Native components, news, tools, and learning material!

    JavaScript

  4. nodebestpractices nodebestpractices Public

    Forked from goldbergyoni/nodebestpractices

    ✅ The Node.js best practices list (March 2023)

    Dockerfile

  5. javascript-algorithms javascript-algorithms Public

    Forked from trekhleb/javascript-algorithms

    📝 Algorithms and data structures implemented in JavaScript with explanations and links to further readings

    JavaScript

  6. next13-ai-saas next13-ai-saas Public

    Forked from charles5991/next13-ai-saas

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