Md Asraful Kabir Email & Phone Number

Hannover, Lower Saxony, Germany

Hannover Area, Germany

• Working in data science team and implementing different data science projects for innoSEP GmbH customers.• Demand forecasting from existing time series data analysis with LSTM and different classical machine learning algorithms.• Creating a custom data extraction method from existing data to increase the accuracy of the demand forecasting model.• Health condition monitoring pigs from collected audio signals.• Extracting features from audio signals through some signal processing tools for pig's health condition classification.• Event-based damage detection from raw and simulated Automotive data.• Contributing to our developer team by consulting and writing different useful functions related to machine learning for the innoSEP Al-Analytics platform.

Hannover, Lower Saxony

• Understanding the behaviors of RAW data collected from different sensors.• Pre-processing the collected raw data includes different kinds of filtering, chunking, and sophisticated signal processing algorithms.• Extraction of features from raw sensor data.• Model training using different deep neural network algorithms or machine learning algorithms with pre-processed data.• Analyzing and application of different prediction models in Python/MATLAB platform.Required Tools : Python, Scikit-learn,Tensorflow, Numpy, Pandas, Matplotlib

Hannover Area, Germany

• Worked on predicting and analyzing the output of wind turbines from the historical wind farm data.• Designing an extension Rainflow algorithm for calculating damage cycle due to temperaturechange using Matlab/Simulink.• Building, implementing and evaluating predictive models for predicting damage throughdifferent machine learning algorithm of detected damaged cycles in Python environment.• Predicting final output of different sensor data using Machine learning algorithm.

Bremen Area, Germany

• Designing an Algorithm for Controlling of Turn On and Turn Off Angle of a Faulty Transverse Flux Reluctance Motor (TFRM) using Matlab/Simulink.• Designing an Algorithm for Torque-Speed Characteristics determination of a TFRM .• Fault analysis of a TFRM.

Bangladesh

• Research and Development with different Crestron Device Module for Residential and Commercial Building Automation • Residential Building Automation Project Handling

Bangladesh

• Research and Development with Instant Power Supply(IPS) and Solar Panel• Quality Control of IPS

Master'S Of Science, Information And Automation Engineering, 1.92

Bachelor'S Of Science, Electrical And Electronics Engineering