Experience

• 

  American international university-bangladesh

  May 2008 - Aug 2010

  Faculty member
• 

  Fraunhofer-gesellschaft

  Dec 2011 - May 2012

  Research assistant

  -Design and implementation of shock detection circuitry for load unit -Programming for microcontroller -C programming

• 

  University of stuttgart - institute of industrial automation and software engineering

  Jan 2013 - Oct 2013

  Master thesis

  -Analysis and evolution of machine learning approaches to support test management system-Development of a learning approach suitable for fuzzy expert system-Successfully implemented Genetic Algorithm as a learning approach-Used tools: Java

• 

  American international university-bangladesh

  Jan 2014 - Aug 2016

  Faculty member

  Taught Courses: Industrial Electronics, Digital Electronics, Digital Logic Design, Electrical Power Transmission and Distribution, Power Systems, Electrical Circuits, Programming Language CTaught Lab Courses: Industrial Electronics, Digital Electronics, Electronic Devices, Digital Signal Processing, Control Systems, Electrical CircuitsFew Supervised Projects:-Authenticate user accessible message display board via any institutional webpage or mobile-Impaired vision aid by image processing-Hand gesture detection using haar classifier with appropriate skin color, kernel sizing & auto thresholding-Gas leakage detection and automatic gas control system design Show less

• 

  University of oulu

  Sept 2017 - Dec 2018

  Conducted biosignal-1 lab course and supported with course works. Assisted students with processing and analyzing physiological signals such as ECG, electromyography (EMG), Spirometer signals, etc. in MATLAB. Counseling students was an integrated part of this job. Developed a model for real electrocardiogram (ECG) signal classification through the convolutional neural net for biometric application and cardiac diseases recognition using python, TensorFlow, MATLAB, and ECGkit.Used skills and technologies: ECG in the biometric application, deep learning, Python, Tensorflow, MATLAB, ECGkit Conducted biosignal-1 lab course and supported with course works. Assisted students with processing and analyzing physiological signals such as ECG, electromyography (EMG), Spirometer signals, etc. in MATLAB. Counseling students was an integrated part of this job.

  • Teaching Assistant

    Sept 2018 - Dec 2018

  • Research Assistant

    Sept 2017 - Nov 2018

  • Teaching Assistant

    Sept 2017 - Dec 2017
• 

  Centre for wireless communications, university of oulu

  Dec 2018 - Nov 2019

  Researcher

  Researching on machine learning-based MIMO transceiver processing with the help of Python, TensorFlow, and MATLAB. Now research focused on detecting MIMO signals using machine learning approaches. Random Gaussian noise and low SNR is the hardest challenge to conquer. Besides that, higher-order modulation is also an integrated part of the research.

• 

  Boogie software oy

  Dec 2019 - Mar 2020

  Data analyst

  Analyzing data and looking for a meaningful insight into it. Building machine learning model for the entrepreneur to scale or modify their business model based on available information or synthesized data. The latest two in-house projects were related to business quality classification and activity recognition from electroencephalogram (EEG) signal. Tools used such as python, TensorFlow, keras, tensorboard, scikit-learn, scipy, shap, pandas, numpy matplotlib, seaborn etc. Used skills and technologies: Deep learning, Keras, Python, Pandas, LSTM, NLP Show less

• 

  Nokia

  May 2022 - now

  Machine learning engineer, l1 sw at nokia r&d