Umesh Chandra Sriramadas Email & Phone Number

Jena, Thuringia, Germany

• Identification and Integration of suitable AI-based control and optimization techniques for grid-level-dependent control of charging processes in the EM4Q system
• Implement electricity consumption forecasting using LSTM neural networks using hourly-level historical time series data and forecasting the minute-level load consumption.
• Classification of time series data to weekdays and weekends.
• Add new weekly live data to the forecast model using ensemble model.

Jena, Thuringia, Germany

• AI for User Service.
• Language classification user tickets to German and English.(NLP)
• Multi-Class classification of user tickets using Natural Language Processing (NLP)
• Gensim, NLTK, TensorFlow-Keras and Scikit-Learn
• Dimensionality reduction of data using t-SNE for visulaisation

Master'S Degree, Scientific Instrumentation

Areas of specification: Scientific Computing (using Python), Materials for Sensors and Electronics, Optical Instruments.

Bachelor'S Degree, Electrical And Electronics Engineering

Areas of specification: • Engineering Physics • Engineering Mathematics ( Statistics, Linear Algebra, Calculus, Probability Theory) •.