About • Featured • Stacks • Stats • Posts • Contact

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🚀 About

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.

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🧨 Featured Builds

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.

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🧩 Stacks I Ship With

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📈 Stats & Streaks

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📝 Latest Posts

• 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…

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🤝 Contact

akashjamesofficial@gmail.com • Portfolio • GitHub • Instagram • LinkedIn • X

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_{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.}