KRISHAN GOPAL
@krishangopal
Data Scientist at Louis Dreyfus Company
Bangalore, India
Highly skilled Data Scientist with professional experience developing customized machine learning models using weather and agricultural data. Proficient in deep learning frameworks (BERT, LSTM) and various ML techniques, including XGBoost and Random Forest. Proven ability to analyze complex datasets, build predictive dashboards, and improve model accuracy, as demonstrated through projects like CommonLit Readability prediction.
Experience
Data Scientist
Louis Dreyfus Company
Developed Customized Grade Model using weather data and Machine Learning models to predict crop yield. Developed Crop Dashboard to analyze and visualize weather data for monitoring crop performance. Conducted research on weather indicators and plotted seasonal growth indicators to predict sugar yield and production. Built Extraction rate model using simple ML models and weather data. Experienced in Azure databricks, Pycharm, Google earth engine, QGIS, data analysis and visualization.
Data Science Internship
Louis Dreyfus Company
Researched Sugar Mill weather satellite data for building weather dashboards and forecasting. Built trend visualization to compare multivariate data. Built vegetation index classes for Area classification project. Built tabular data from yield model to estimate future yield.
Machine Learning and Data analytics
Peacock Solar
Conducted research and development of machine learning and Natural Language Processing methods for text classification. Worked with a team on design solutions.
Education
Indian Statistical Institute
MS in Quality Management Science
Quality Management Science
Indian Statistical Institute
PG Diploma in computer application - AI and ML
AI and ML
CCS University
BSc in Mathematics
Mathematics