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niaztv/README.md

πŸ‘‹ Hey there! I'm Niiaz Tavabilov

πŸš€ AI & Backend Engineer | Founding Infrastructure Lead | Full-Stack Developer (Python / React / Kubernetes)

πŸŽ“ Over 15 years of experience building production-grade AI platforms, SaaS systems, and cloud infrastructure β€” turning prototypes into scalable, observable, and rock-solid systems.


πŸ”¬ Technical Focus 2026

  • Deploy multi-LLM orchestration across multi-tenant environments (OpenAI / Claude / Gemini / Bedrock)
  • Advance GraphRAG pipelines for contextual retrieval and knowledge graphs
  • Build agentic workflows (LangGraph / LangChain / custom semantic routers)
  • Expand real-time AI streaming architecture with sub-second response latency
  • Mentor teams on long-term product thinking and second-order impact

πŸ”¬ Technical Focus 2025

βœ… LLM-driven SaaS backends with multi-agent orchestration
βœ… Real-time AI collaboration (voice + image + text + document pipelines)
βœ… Distributed, async Python systems with Celery / RabbitMQ / PostgreSQL (PGVector)
βœ… Cloud-native deployment with Kubernetes / ArgoCD / Terraform / Prometheus
βœ… Observability-first engineering β€” tracing, metrics, logs, and AI telemetry


🚧 Current Projects

  • 🧠 Sociail β€” building next-gen AI-powered collaborative chat with multi-LLM agents, hierarchical RAG knowledge, and Matrix-based infrastructure
  • βš™οΈ AI Engine β€” asynchronous task orchestration with Celery + RabbitMQ and event-driven streaming responses
  • πŸ’¬ Frontend (React + TypeScript) β€” custom Element Web modifications, DnD-kit space trees, and live AI interactions
  • ☁️ DevOps β€” Kubernetes GitOps (ArgoCD + Helm + Velero), automated CI/CD, and secure secrets management (Vault / Keycloak)

🌱 Always Learning & Exploring

  • Dynamic batching & multi-GPU inference (Triton / TensorRT-LLM / vLLM)
  • Fine-tuning Llama-3 (LoRA / QLoRA) for specialized reasoning
  • Advanced retrieval & context routing strategies (GraphRAG / LangGraph)
  • Building resilient async systems with FastAPI + httpx + retry queues

🧰 Tech Stack

Languages: Python | TypeScript | JavaScript | SQL
Frontend: React | Next.js | Tailwind | DnD-kit
Backend: FastAPI | Django | Celery | asyncio | SQLAlchemy
AI/ML: LangChain | LangGraph | GraphRAG | Hugging Face | vLLM | Triton | TensorRT-LLM
Databases: PostgreSQL (+ PGVector) | Redis | Pinecone | Weaviate
DevOps: Kubernetes | Docker | ArgoCD | Terraform | Prometheus | Grafana | Sentry
Cloud: AWS (EKS, Lambda, S3) | GCP (Vertex AI) | DigitalOcean
Messaging: RabbitMQ | Kafka
Security: OAuth2 | Keycloak | Vault | SOC2/GDPR compliance


βš™οΈ GitHub Analytics

Streak


🀝🏻 Connect with Me

πŸ’Ό LinkedIn: linkedin.com/in/niiazt

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