I'm an AI engineer and consultant working across the full AI lifecycle — from evaluating model architectures and benchmarking performance, to building production-ready knowledge systems and deploying private AI infrastructure.
My work turns emerging AI research into practical business solutions: intelligent retrieval systems that answer real questions, agentic workflows that automate real operations, and local-first inference that keeps organizational data exactly where it belongs — under the organization's control. I've optimized inference across llama.cpp, GGUF, Ollama, and vLLM, and built platforms that make AI deployment simple enough for non-technical teams to adopt.
Before AI, I founded and led a peer-to-peer trading operation — solving real problems under real constraints. I bring that standard to every system I build: evaluate the trade-offs honestly, choose the architecture deliberately, and ship something that survives contact with production.
Full-Lifecycle AI Delivery
Architecture evaluation, RAG systems, agentic workflows, and knowledge management — designed, built, and deployed end-to-end.
Intelligent Retrieval & Knowledge Systems
Business-grade RAG built on multiple chunking, retrieval, reranking, and knowledge-grounding strategies — ChromaDB, FAISS, and vector search at scale.
Private & Local AI Infrastructure
On-premise, sovereign AI deployment with inference optimized across llama.cpp, GGUF, Ollama, and vLLM — data never leaves your environment.
Evaluation-Driven Engineering
Every system benchmarked on accuracy, latency, scalability, resource utilization, and operational fit. "Works in a demo" is not a standard I ship to.
2024 – Present
Independent AI Consultant
2018 – 2021
Technical Lead, P2P Crypto — Arta Services
Languages
Persian (native) · English · Pashto · Hindi
