I will do time series analysis forecasting using sarimax, lstm, gru in python

Welcome to my Time Series Analysis & Predictive Modeling Gig!

Hi,

As an experienced mechanical engineer with strong Python data analysis skills, I build robust predictive models to forecast sales, weather, or energy trends. From classical statistics to Deep Learning, I turn complex sequential data into actionable insights.

Core Services

• Data Preprocessing & EDA: Handling missing values, stationarity checks, ACF/PACF, and time series decomposition.
• Statistical Modeling: ARIMA, SARIMA, SARIMAX, and Prophet for clear trends and exogenous variables.
• Deep Learning: RNN, LSTM, and GRU networks for complex, non-linear sequences.
• Evaluation & Visualization: Rigorous metric tracking (RMSE, MAE, MAPE) and clear plots (Matplotlib, Plotly).

Tech Stack

• Python, Pandas, NumPy
• Statsmodels, Scikit-learn
• TensorFlow, Keras

Why Choose Me?

• An engineering-minded approach to statistical data analysis.
• Clean, well-documented Jupyter Notebooks.
• Reliable communication and fast delivery.

Please message me before ordering to discuss your dataset and goals for a custom quote!