r
rudras025

Rudra S

@rudras025

Machine Learning and Time Series Forecasting Specialist

Índia
Inglês
Algumas informações são exibidas no idioma inglês.
Sobre mim
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.... Saiba mais

Habilidades

r
rudras025
Rudra S
offline • 

Conheça meus serviços

Machine learning
I will build machine learning models and predictive analytics solutions in python
A partir deUS$ 90 /projetoMais detalhes
Análise de Séries Temporais
I will build time series forecasting models using sarimax, stl, prophet, lstm, xgboost
A partir deUS$ 90 /projetoMais detalhes

Portfólio

Experiência profissional

Deloitte

Senior Consultant

Deloitte • Período integral

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.