CTO & AI Araçları Uzmanı Pro IT

Üretim ölçeğinde AI entegrasyonları, agent tabanlı otomasyon ve Flutter+Firebase ile ürün geliştirme.

Stratejiden Canlıya: Güvenli, ölçülebilir, ölçeklenebilir AI ürünleri.

AI Agents RAG LLM Ops Flutter Firebase GCP/AWS CI/CD Observability
Öne Çıkanları Gör İletişim
ai_agent.py
class AIAgent:
def execute(self, task):
result = self.plan(task)
return self.optimize(result)

Öne Çıkanlar

AI Görev Otomasyonu

Görev otomasyonu ve akıllı iş akışlarıyla, AI asistanları tasarlayıp üretime alarak %30+ verimlilik artışı sağladım.

Flutter+Firebase Altyapısı

Flutter+Firebase uygulamalarında gerçek zamanlı olay günlüğü ve güvenli AI çağrı altyapısı ile kurumsal düzeyde güvenilirlik.

LLM Operasyonları

Prompt sürümleme, offline değerlendirme setleri, üretimde A/B testleri ve guardrail katmanı uygulamaları.

Güvenlik & Uyum

Multitenant mimarilerde PII maskeleme, gizli yönetimi ve SSO/OAuth entegrasyonu.

Agentic İş Akışları

Araç kullanımı (RAG, web, kod), planlama sistemleri ve bellek yönetimi ile akıllı otomasyon.

Teknik Uzmanlık

Programlama Dilleri

Python Go Rust TypeScript/JavaScript Dart (Flutter) C++ Java/Kotlin SQL

Backend & Microservices

FastAPI/Django Node.js/Express Go Fiber/Gin gRPC GraphQL REST APIs WebSocket Message Queues

Cloud & Infrastructure

AWS (Lambda, ECS, S3) GCP (Cloud Run, GKE) Azure Kubernetes Docker Terraform/Pulumi Serverless Service Mesh

Databases & Storage

PostgreSQL MongoDB Redis Elasticsearch ClickHouse DynamoDB Vector DBs (Pinecone/Weaviate) Time Series DBs

AI & Machine Learning

LLMs (OpenAI, Claude, Gemini) LangChain/LlamaIndex RAG Pipelines Vector Databases Agent Frameworks Fine-tuning Prompt Engineering MLOps (MLflow, W&B)

Frontend & Mobile

Flutter/Dart React/Next.js Vue.js React Native SwiftUI Jetpack Compose WebAssembly PWA

Data Engineering

Apache Kafka Apache Spark Airflow dbt ETL/ELT Pipelines Stream Processing Data Lakes Real-time Analytics

DevOps & SRE

CI/CD (GitHub Actions, GitLab) Container Orchestration IaC (Terraform, Ansible) Monitoring (Prometheus, Grafana) Log Management (ELK) Service Mesh (Istio) Chaos Engineering GitOps (ArgoCD)

Security & Compliance

Zero Trust Architecture OAuth 2.0/OIDC mTLS HashiCorp Vault SIEM/SOAR PII/GDPR Compliance Penetration Testing Security Scanning

Specialized Technologies

Blockchain (Ethereum, Solana) IoT Protocols (MQTT, CoAP) Game Engines (Unity, Godot) Computer Vision (OpenCV) Audio Processing (FFmpeg) WebRTC 3D Graphics (WebGL) Quantum Computing

Aktif Projeler & Geliştirmeler

🤖 AI Agent Orchestrator

Multi-agent sistem ile kompleks görevlerin otomasyonu. LangChain, AutoGen ve Custom Agent Framework kullanarak paralel task execution.

Python LangChain FastAPI Redis Docker

📱 Enterprise Mobile Platform

Kurumsal müşteriler için Flutter tabanlı white-label mobil platform. Multi-tenant mimari, real-time sync ve offline-first yaklaşım.

Flutter Firebase Node.js PostgreSQL GraphQL

🧠 RAG Pipeline System

Büyük ölçekli doküman işleme ve semantic search. Vector DB (Pinecone/Weaviate), chunking stratejileri ve hybrid search.

Python LlamaIndex Pinecone OpenAI Kubernetes

🎵 HertZ Audio Engine

Binaural beats ve özel ses sinyalleri üreten native audio engine. FFI/Rust ile yüksek performans, Flutter entegrasyonu.

antagrioin.com

Rust C++ FFI Flutter DSP

⚡ Real-time Analytics Platform

Event streaming ve real-time analytics. Apache Kafka, ClickHouse ve custom OLAP küpleri ile milisaniye seviyesinde analiz.

Go Kafka ClickHouse React WebSocket

🔒 Zero-Trust Security Gateway

Microservices için zero-trust security layer. mTLS, service mesh ve policy enforcement ile kurumsal güvenlik.

Go Istio Envoy OPA Vault

🔬 Quantum ML Experiments

Quantum computing ve ML hybrid yaklaşımlar. Qiskit ile quantum circuit optimizasyonu, klasik ML pipeline entegrasyonu.

Python Qiskit TensorFlow MLflow JAX

🚀 Serverless ETL Pipeline

Event-driven serverless data pipeline. AWS Lambda, Step Functions ve Athena ile cost-effective büyük veri işleme.

Python AWS Lambda Terraform Apache Spark dbt

Yazılım Mimarisi & Sistem Tasarımı

🏗️ Microservices Architecture

Domain-driven design, service mesh, API gateway pattern, saga pattern ve event sourcing ile enterprise sistemler.

  • Service discovery ve load balancing
  • Circuit breaker ve retry patterns
  • Distributed tracing ve monitoring
  • CQRS ve Event Sourcing

📊 Scalable Data Architecture

Lambda/Kappa architecture, data mesh, real-time streaming ve batch processing sistemleri.

  • Data lakehouse architecture
  • Change data capture (CDC)
  • Stream processing pipelines
  • OLAP/OLTP ayrımı

🔄 Event-Driven Architecture

Pub/sub patterns, message queuing, event streaming ve async communication.

  • Event bus implementation
  • Choreography vs Orchestration
  • Idempotency ve exactly-once delivery
  • Dead letter queue management

🌐 Cloud-Native Architecture

12-factor apps, serverless, container orchestration ve cloud design patterns.

  • Auto-scaling strategies
  • Multi-region deployment
  • Disaster recovery planning
  • Cost optimization

🤖 AI/ML System Architecture

Model serving, feature stores, MLOps pipelines ve inference optimization.

  • Model versioning ve A/B testing
  • Feature engineering pipelines
  • Online/batch inference
  • Model monitoring ve drift detection

🔐 Security Architecture

Zero trust, defense in depth, secure by design principles.

  • Identity ve access management
  • API security (rate limiting, throttling)
  • Encryption at rest/in transit
  • Security audit logging

Son Dönem Odak Alanları

Reliable tool usage and error recovery in agentic architectures
Resilient client-backend patterns for AI calls in Flutter applications
Data quality management in RAG, prompt evaluation and cost-latency tradeoffs
Access and measurement separation in multitenant and PII-sensitive architectures

DevOps & Altyapı Yönetimi

🚀 CI/CD Pipeline Design

End-to-end otomatik deployment pipeline'ları, multi-environment stratejileri.

  • GitHub Actions, GitLab CI, Jenkins
  • Blue-green ve canary deployments
  • Automated testing (unit, integration, e2e)
  • Rollback strategies ve feature flags
  • Dependency scanning ve security checks

☁️ Cloud Infrastructure

Multi-cloud stratejiler, cost optimization ve high availability.

  • AWS (EC2, Lambda, EKS, RDS, S3)
  • GCP (GKE, Cloud Run, BigQuery)
  • Azure (AKS, Functions, CosmosDB)
  • Hybrid cloud architectures
  • CDN ve edge computing

🐳 Container & Orchestration

Container stratejileri, orchestration ve service mesh.

  • Docker multi-stage builds
  • Kubernetes (deployment, services, ingress)
  • Helm charts ve Kustomize
  • Service mesh (Istio, Linkerd)
  • Container security scanning

📈 Monitoring & Observability

Full-stack monitoring, alerting ve incident response.

  • Prometheus + Grafana stack
  • ELK/EFK stack (Elasticsearch, Logstash, Kibana)
  • Distributed tracing (Jaeger, Zipkin)
  • APM tools (DataDog, New Relic)
  • SLI/SLO/SLA management

🔧 Infrastructure as Code

Automated infrastructure provisioning ve configuration management.

  • Terraform modules ve workspaces
  • Ansible playbooks
  • CloudFormation/CDK
  • Pulumi type-safe IaC
  • GitOps (ArgoCD, Flux)

⚡ Performance & Reliability

System optimization, capacity planning ve disaster recovery.

  • Load testing (K6, JMeter, Gatling)
  • Chaos engineering (Chaos Monkey)
  • Database optimization ve indexing
  • Caching strategies (Redis, Memcached)
  • Backup ve disaster recovery plans

İş Birliği Modelleri

Product-Architecture Assessment

1-2 week technical debt and improvement report

Reference Architecture Package

Flutter+Firebase+AI production skeleton and CI/CD setup

AI Integration Sprint

RAG/agent layer, prompt ops and guardrails implementation

Continuous Support

Monthly SLO tracking, security audits and model improvements

İletişime Geçin

Ready to discuss AI integration strategies, technical architecture, or collaboration opportunities?

GitHub: nemorit fatih@antagrioin.com LinkedIn

Due to privacy sensitivity, I don't share client names publicly. I can discuss reference processes upon request.