Undergraduate Thesis:
Performance Analysis of IEEE 802.11 Based WLANs with Successive Interference Cancellation. Supervised by Dr. Md. Forkan Uddin, Associate Professor, Department of Electrical and Electronic Engineering, Bangladesh University of Engineering and Technology, Dhaka, Bangladesh.
Conference Publications:
M. R. Subaid, M. R. Hasan, S. Z. Ahmed and M. F. Uddin, "Performance of successive interference cancellation technique in IEEE 802.11 based WLANs" 2013 International Conference on Informatics, Electronics and Vision (ICIEV), Dhaka, 2013, pp. 1-6. doi: 10.1109/ICIEV.2013.6572685
Survey Papers:
Projects:
Breast cancer prediction (2019): Using different machine learning algorithms (SVM, KNN, Random forest, Decision tree, Logistic regression) to predict breast cancer with Breast Cancer Wisconsin (Diagnostic) Data Set. Language & Library: Python 3, Numpy, Pandas, Matplotlib, scikit-learn.
Kaigen restaurant data analysis (2019): Used kaigen restaurant's sales data to identify the prospective business model to increase sales. Language: Python 3.
Analyze Smart Meter data (2019): Predicting the electricity usage in future and profiling user types using smart meter data. Language: Python 3.
Decision tree implementation (2019): Build a machine learning library for decision tree algorithm from scratch using only python. Language: Python 3.
English to Bangla machine translation (2018): English to Bangla parallel corpus was used to train and test the model. Language: Python 3.
Voting result prediction (2017): Classifying United States congressional voting result based on different attributes to predict future voters. Tool: Weka Data mining software.
Encryption and Decryption with Substitution Cipher (2017): Plaintext was encrypted by the user provided key, as well as the decryptor, were designed to give probable outputs. Language: Python 3.
Multimedia surface touch system using gesture recognition (2012): Color detection based computer vision algorithm was used to recognize hand gesture patterns to execute different commands for interacting with the multimedia system. Language: C, Matlab.
Modern car parking system (2012): Provided direction to cars based on size, types and customer ID where to park in a multi-storeyed car parking facility. Language: C.
Solar tracker (2012): A dual axis solar tracker was implemented using stepper motors and efficiency of solar panels were increased by 61 percent by utilizing a tracking system instead of a stationary array. Language: C
4-bit computer design (2011): 16 different functions were operated by this computer. Its data size was 4 bits and the address size was 8 bits. Tool: Proteus design suite.
Languages & Tools:
Programming Language:
C, C++, Python, Matlab, Assembly, SQL, Latex.
Library:
Numpy, Pandas, Seaborn, Scipy, Scikit-learn, Keras, TensorFlow
Tools:
Statistical hypothesis testing, SPSS, Tableau, PostgreSQL, Microsoft Excel & Access, Hadoop, Spark,
IBM Cloud platform etc.
Telecom Software: Genex probe, Genex Assistant, U-Net, Aexio Xeus, Nastar, Mentum Planet, Xeda, iDart, FME, SQMS platform, SON etc.
Human Language:
Fluent in Bengali,
Skilled in English.