01
Computer vision
Detection, segmentation, OCR, document understanding.
Detection, segmentation, OCR, document understanding.
Classification, extraction, retrieval, fine-tuning, RAG pipelines.
Demand forecasting, churn, scoring, anomaly detection.
Training pipelines, model registries, drift detection, observability.
Source review, quality assessment, labelling plan.
Simple models first; measurable evaluation framework.
Architecture search, feature work, ablation studies.
Inference service, monitoring, retraining cadence.