I will deliver advanced ml and time series modeling

This gig focuses on building high-performing machine learning models for time-series and sensor datasets. I design and implement LSTM, GRU, and Transformer models with advanced feature engineering techniques such as FFT (frequency transformation) and statistical feature extraction. The goal is to deliver accurate classification, forecasting, or anomaly detection results tailored to your dataset.

Packages:

• Basic: Build and train an LSTM or GRU model on a small dataset (up to 1,000 rows). Includes preprocessing and basic evaluation.
• Standard: Full pipeline for a medium dataset (up to 10,000 rows) with preprocessing, FFT/statistical feature extraction, and LSTM/GRU/Transformer modeling. Includes detailed evaluation.
• Premium: Complete solution for large datasets (10,000+ rows) with custom Transformer model, advanced feature engineering, in-depth performance evaluation, and a comprehensive report.