E-commerce / Agentic AI2026Human-in-the-Loop E-Commerce AI AssistantAn agentic shopping assistant with four retrieval strategies as tools, and no capability to create a billable order without human sign-off.Agent tools exposed over MCP8Retrieval strategies4LangChainMCPElasticsearchNeo4jVector searchSQLAlchemyAlembicView case study
AI platform / Infrastructure2026LLM Fine-Tuning, Compiling and Serving Optimization BenchmarksQwen2.5-3B-Instruct benchmarked end to end , distributed DPO training, hand-written CUDA kernels, a three-way inference-engine comparison, Triton serving and Kubernetes autoscaling.Fused CUDA kernel speedup2.43xThroughput gap vs. ONNX Runtime GenAI7.2xDPORLHFLoRARayHorovodCUDA C++ONNX RuntimeView case study
