SentScan
Multi-model intelligence for the conversations brands cannot read one by one.
SentScan analyzes 500K+ YouTube, Instagram, and TikTok comments through Gemini, Claude, and OpenAI pipelines with hybrid caching and cost-aware model routing.
Yusuf Terzioglu · Istanbul
AI-driven software architect shaping LLM systems, autonomous agents, and full-stack products from first principle to reliable operation.
Selected systems
AI systems, memory infrastructure, and mobile products built around real operational constraints.
Multi-model intelligence for the conversations brands cannot read one by one.
SentScan analyzes 500K+ YouTube, Instagram, and TikTok comments through Gemini, Claude, and OpenAI pipelines with hybrid caching and cost-aware model routing.
Persistent memory for AI agents that need continuity, not another chat log.
Agent memory and task management built around knowledge graphs, entity extraction, procedural skills, MCP orchestration, a Go CLI, and a Next.js workspace.
Building the mobile experience behind a modern travel platform.
Working as a Senior Software Engineer on Turna.com's customer-facing mobile application, product flows, analytics, and platform delivery.
P2P music-instrument marketplace with wallet, escrow, and automated shipping workflows.
Container tracking for port operations with real-time WebSocket shipment updates.
About the builder
I'm a software architect with 10+ years across AI-driven SaaS, LLM orchestration, full-stack web and mobile products, IoT systems, and embedded electronics.
My work moves between model behavior, product experience, data boundaries, and production operations. That range matters: good architecture is not a diagram—it is what remains understandable when the system gets busy.
Simplicity over complexity. Deterministic over random. Observable over implicit.
Capabilities
Tools change. The useful part is knowing where each one belongs in the system.
LLM orchestration, multi-agent systems, RAG pipelines, MCP tooling, agent memory, Gemini, Claude, OpenAI
TypeScript, React, Next.js 15, Redux Toolkit, RTK Query, Zustand, Zod
React Native, Expo, native bridges, Android, iOS, Firebase, real-time product flows
Go, Node.js, NestJS, PostgreSQL, Supabase RLS, Redis, BullMQ, Docker, CI/CD
Embedded C, PCB design, GSM, LoRa, MQTT, sensor networks, field diagnostics
Experience
Recent work leads with AI systems and product architecture; the path started in energy, hardware, and mobile.
Turna.com · 4 months · Present
Building and improving Turna.com's customer-facing mobile application experience.
Ork Digital · Hybrid
Architected SentScan and Ramorie across multi-model AI pipelines, agent memory, knowledge graphs, caching, billing, and production operations.
doremusic · Part-time
Leading Rhym, a P2P instrument marketplace with wallet, escrow, shipping automation, React Native, and a Next.js backend.
Eight Creative · Remote
Built travel and commerce products including Ucuzyolu.com and the Little Caesars Turkey mobile application.
Procat A.S.
Enterprise React Native applications, native bridges, and middleware integrations.
Boyner Grup
Boyner's e-commerce mobile application and performance optimization.
Yorglass
Built the Ming internal communication platform for Android and iOS with chat, gamification, and Firebase.
Internet on Furniture · IoT smart home control
Gofody · Courier app and real-time tracking
Şölen / CBN Lojistik · 40Ayak port logistics
Bulcaz · Native Android discovery platform
Alf Games · Unity mobile games
Rimer Elektrik · PCB, hardware, firmware
Hayen Bilişim · GridBox energy management
NAR Sistem · Industrial energy monitoring
Start a conversation
I'm open to conversations around AI systems, product architecture, and mobile engineering.