I would like to start with one of my favourite quotes "If passion drives you, let reason hold the reins" from Benjamin Franklin. Passion to learn something new in every step, well lead us to success in any way. The interest to learn new thing gives me courage and unbridled will to learn modern applications and to face new challenges in the field of IoT, machine learning and algorithm.
My field of interest includes combination of Algorithm and Machine Learning. One of my paper research work in MSc includes Signal Processing Algorithm which we used to detect ECG Signals. The detection algorithm was based on S-G noise filter and saturation filter algorithm. MATLAB signal processing tool was used to detect the heart rate from QRS complex of filtered ECG signals. The experimental results demonstrate the proposed architecture that achieves an efficient detection performance by exhibiting 99.6186% detection accuracy for the MIT-BIH arrhythmia tested dataset.
Another important research work done on my bachelor that includes Image Processing Algorithm where we have implemented the algorithm of processing technique based on parallel multi-threading to decrease the latency for computationally expensive cases. The technique is evaluated using a prototype of Smart Car to show that FPS rate is increased and time complexity of algorithms is reduced.
Besides, as my current job at Grameenphone, top telecomunication company in Bangladesh, is Product Manager of IoT and Industrial IoT portfolio, I am doing research on GSM Based IoT solutions for both Consumer and Industrial segments. Some of them are:
GSM Based Home Automation System
Smart Parking Solution
Electricity Monitoring System
Safety and Security Solutions