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1. tcn-forecasting-pipeline tcn-forecasting-pipeline Public

   Production-grade Deep Learning pipeline using Temporal Convolutional Networks (TCN) to forecast ad lead generation. Features hybrid JSON/CSV ingestion, Optuna Bayesian optimization, and probabilist…

   Python

2. gru-forecasting-pipeline gru-forecasting-pipeline Public

   Sequential forecasting pipeline leveraging Gated Recurrent Units (GRU) to model long-term dependencies in ad performance data. A deep learning baseline comparing RNN architectures against TCNs for …

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3. xgboost-forecasting-pipeline xgboost-forecasting-pipeline Public

   High-performance Gradient Boosting regression pipeline for time-series forecasting. Serves as a fast, interpretable baseline using engineered lag features and rolling statistics to predict ad perfo…

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4. generative-ad-feature-extraction generative-ad-feature-extraction Public

   Multimodal AI ETL pipeline using Google Gemini 2.0 Flash to extract structured metadata (JSON) from raw video and image creatives. Automates feature engineering for downstream forecasting models.

   Python