At Duodecimal, I build end-to-end RAG pipelines and stateful agentic workflows for conversational AI applications. I also developed a hybrid RAG and LoRA fine-tuned solution for airport check-in assistance, improving accuracy on domain-specific internal datasets.
I deploy open-source LLMs using vLLM and use OpenRouter for multi-provider LLM/VLM routing, inference optimization, benchmarking, and cost management. I also implemented Langfuse observability and evaluation workflows to monitor system behavior.
At Duodecimal, I integrated NVIDIA NIM microservices into a real-time speech-to-animation pipeline for synchronized audio-driven avatar responses. I also represented the company at ACI Istanbul, engaging with airport CXOs to understand operational needs and explore product opportunities.
My open-source contributions include fixes to LangChain Community modules and the core LangChain repository, as well as contributions to SEC Insights. Earlier, I built shipment data integrations and Ruby data pipelines at Gocomet, and worked on containerized ML pipelines and REST APIs at 5th Bridge Data Technologies LLP.
