I will do time series forecasts and anomaly detection

Sommige informatie wordt in het Engels weergegeven.

Verenigde Staten

Ik spreek Engels

Datascope

A Data Scientist and Computer and Information Research Scientist with extensive academic and research experience. Previously served as a post-doctoral research fellow in Canada and holds a PhD in Comp...
Over deze dienst

Leverage 5+ years of expertise in time series modeling and forecasting to uncover trends, detect anomalies, and optimize predictions across domains like energy and real estate.

Expertise Includes:

  • Time Series Forecasting & Analysis
  • Energy & Real Estate Market Modeling
  • Anomaly & Data Drift Detection
  • ML Models: XGBoost, LGBM, CatBoost
  • DL Models: LSTM, GRU, CNN, MLP
  • Statistical Methods: ARIMA, TBATS, Exponential Smoothing
  • ML-Based Imputation & Feature Engineering
  • Hyperparameter Tuning

Frameworks & Tools:

TensorFlow, PyTorch, Keras, Scikit-learn, Pandas, NumPy, Plotly, Scipy, PyOD, Evidently

Solutions are custom-tailored for accuracy, scalability, and performance.

Technologie:

Google Analytics

Google Sheets

Jupyter-notitieboek

Type analyse:

Kwantitatieve analyse

Kwalitatieve analyse

Expertise:

Webanalyse

Waarschuwingen

Trends

Algoritmes

Forecasting

Programmeertaal:

Python

R

SPSS

SQL

NoSQL