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rudras025

Rudra S

@rudras025

Machine Learning and Time Series Forecasting Specialist

India
Inglés
Parte de la información aparece en idioma inglés.
Sobre mí
I am a Data Scientist specializing in machine learning and time series forecasting for price, demand, and supply prediction. I build end-to-end predictive models, including data preprocessing, feature engineering, model development, and optimization. My expertise includes ARIMA, SARIMAX, Prophet, XGBoost, Random Forest, LightGBM, and neural networks. I also provide explainable AI using SHAP and feature importance analysis. Tools I use include Python, Pandas, NumPy, Scikit-learn, Statsmodels, TensorFlow, and Jupyter Notebook to deliver reliable forecasting and predictive analytics solutions.... Lee más

Habilidades

r
rudras025
Rudra S
desconectado • 

Revisa mis servicios

Aprendizaje automático
I will build machine learning models and predictive analytics solutions in python
DeUSD 90 / proyectoMás información
Análisis de series de tiempo
I will build time series forecasting models using sarimax, stl, prophet, lstm, xgboost
DeUSD 90 / proyectoMás información

Porfolio

Experiencia laboral

Deloitte

Senior Consultant

Deloitte • Tiempo completo

Dec 2019 - Jun 2022 • 2 yrs 6 mos

World Bank-funded agricultural analytics. Designed statistical sampling frameworks for agri-commodity value chains. Built ETL pipelines consolidating FAO/USDA/state data sources. Developed commodity selection algorithms using normalization and sensitivity analysis. Architected "Agri-Value Chain Analytics Framework". Trained field teams in data collection standards. Won projects by proposing data-driven assessment methodologies.