{"entity":"person","person":{"name":"Keith Hackworth","role":null,"level":"Middle","country":null,"summary":"A pragmatic mid-level backend developer focused on gesture and pose processing and small-scale ML pipelines. The strongest proven skill is building end-to-end pose/gesture data pipelines and model training/serving, evidenced by the ASL feature extraction, training loop and Flask predict endpoint (keithhackworth/asl/extract_landmarks.py, keithhackworth/asl/build_features.py, keithhackworth/asl/train.py, keithhackworth/asl/webapp.py). 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