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.

🧨 Featured Builds

Hermes — Wildfire Detection
_{Jetson + DeepStream + YOLO; on-device CV for rapid wildfire cues.}
Stars Forks Activity-Recognition-TensorRT
_{3D ResNet video classification, TensorRT-accelerated pipelines.}
Stars Forks

YOLOv4-OpenCV-CUDA-DNN
_{Run YOLOv4 via OpenCV’s CUDA DNN — practical, fast, portable.}
Stars Forks Vector / RAG Utilities
_{Qdrant hybrid search, no-preset-k clustering, GraphRAG scaffolds.}
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🧩 Stacks I Ship With

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GitHub Streak

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🤝 Contact

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.}

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vector-advanced-ai vector-advanced-ai Public

Vector with Advanced AI compatibilities

Python 8 2
Hermes-Deepstream Hermes-Deepstream Public

Hermes is a Wildfire detection system that utilizes Computer Vision and is accelerated using NVIDIA Deepstream

C++ 66 26
Activity-Recognition-TensorRT Activity-Recognition-TensorRT Public

3D ResNet Video Classification accelerated by TensorRT

Python 48 12
YOLOv4-OpenCV-CUDA-DNN YOLOv4-OpenCV-CUDA-DNN Public

Run YOLOv4 directly with OpenCV using the CUDA enabled DNN module.

Python 37 12
Centerface-Deepstream Centerface-Deepstream Public

Centerface ONNX accelerated with Deepstream 5.1

C++ 10 1
ShredFPSOpponents ShredFPSOpponents Public

Pipeline Game Input to YOLOv3 Object Detection to detect opponents.

Python 9 2

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Akash James kingardor

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