About • Featured • Stacks • Stats • Posts • Contact
Generative AI Architect • Z by HP Global Data Science Ambassador • NVIDIA Jetson AI Lab • ex-Researcher, UC Berkeley
- Founding AI Architect (Stealth, Mar 2025—Present): building a video-first data lake with agentic multimodal RAG & graph-native retrieval
- Prev: Lead AI Architect @ SparkCognition
- Focus: Qdrant (hybrid sparse+dense), GraphRAG, CrewAI orchestration, FastAPI + SSE, DeepStream/TensorRT, Docker
- Human bit: open to collabs & advisory • when not coding, I beatbox 🎤
I like systems that move money and move needles.
| Hermes — Wildfire Detection Jetson + DeepStream + YOLO; on-device CV for rapid wildfire cues. 
|
Activity-Recognition-TensorRT 3D ResNet video classification, TensorRT-accelerated pipelines. 
|
| YOLOv4-OpenCV-CUDA-DNN Run YOLOv4 via OpenCV’s CUDA DNN — practical, fast, portable. 
|
Vector / RAG Utilities Qdrant hybrid search, no-preset-k clustering, GraphRAG scaffolds. 
|
- How an AI organisation can make a difference during the pandemic
- What it takes to be an Artificial Intelligence Architect
- Train models like a pro with NVIDIA TLT 3.0
- YOLOv4 with CUDA powered OpenCV DNN
- Hermes — Wildfire Detection using NVIDIA Jetson and Ryze Tello
➡️ more posts…
akashjamesofficial@gmail.com • Portfolio • GitHub • Instagram • LinkedIn • X
Badges via shields.io. “Twitter” links to X. Featured work points to public repos/demos. If you’re here for **RAG, GraphRAG, DeepStream, or CrewAI** collabs — send a 3-line brief + timeline to my email.