I will make powerful time series forecasts and anomaly detection

Hi, there, I am Faysal. Thank you so much for visiting my gig. I am an experienced AI engineer with 3 years of experience in time series modelling. I am currently working as an AI engineer at a US-based company where I build and fine-tune predictive models to forecast energy demand, price and generations (renewables) for different energy markets (ISO) in United States, Canada, and Philippines.

Apart from my experience and skills in energy market, I possess experience in anomaly detection and real estate market. The key skills that I have are as follows.

𝐊𝐞𝐲 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞:

- Time Series Analysis

- Time Series Forecasting

- Energy Market Data Analysis

- Energy Forecasting

- Real Estate Forecasting

- Statistical Models (ARIMA, Exponential Smoothing, TBATS)

- Machine Learning Models (XGBoost, LGBM, CatBoost)

- Deep Learning Models (MLP, CNN, LSTM, GRU)

- Feature Engineering

- ML Based Imputation

- Hyperparameter Optimization

- Anomaly Detection

- Data Drift Detection

𝐊𝐞𝐲 𝐅𝐫𝐚𝐦𝐞𝐰𝐨𝐫𝐤𝐬:

-Pytorch

-Tensorflow

-Keras

-Pandas

-Numpy

-Plotly

-Scipy

-Scikit-Learn

-PyOD

-Evidently

Thank you for your time. I look forward to working with you.

Kind Regards,

Faysal