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AI/ML · Computer VisionProblem: Count passengers automatically, in real time, on low-power hardware without cloud round-trips.
Solution: A YOLO-based detector exported to ONNX and optimised with TensorRT for edge inference.
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Generative AI · Agentic RAGProblem: Give users accurate conversational answers grounded in a document knowledge base instead of unguided model output.
Solution: An agentic retrieval-augmented chatbot that decides when to retrieve, then answers from the retrieved context.
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AI/ML · Time SeriesProblem: Commodity prices move unpredictably, making buying and selling decisions hard to time.
Solution: A time-series forecasting model trained on historical prices with engineered features and back-testing.
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