I will do time series analysis and forecasting using lstm and transformers

Get accurate forecasts from your time series data production-ready, not just a demo.

Whether you're predicting sales, demand, energy usage, sensor readings, or financial trends I build forecast models that are reliable, interpretable, and ready to deploy.

What You Get

• Cleaned and preprocessed dataset ready for modeling
• Exploratory analysis with visualizations (trends, seasonality, outliers)
• Best-fit model selection based on your actual data characteristics
• Trained and validated model with accuracy report (MAE, RMSE, MAPE)
• Future predictions with confidence intervals
• Clear documentation and actionable recommendations

Use Cases

• Sales and revenue forecasting
• Inventory and demand planning
• Energy and resource consumption modeling
• IoT and sensor data forecasting
• Anomaly detection in time series streams

Tech Stack

• Python · Pandas · Statsmodels · Prophet · Scikit-learn
• LSTM · GRU · Transformers · PyTorch
• Matplotlib · Plotly

Why Choose Me

• 7+ years in AI/ML production deployments, not academic notebooks
• Models tailored to your data, not copy-pasted templates

Note: Message me before placing an order. I'll review your data and recommend the right package within a few hours.