Md.Mahmudul Islam

Md.Mahmudul Islam Email and Phone Number

Bangladesh
Md.Mahmudul Islam's Location
Bangladesh, Bangladesh
About Md.Mahmudul Islam

I am passionate about Data Science that's why at first I developed the core skills like problem understanding, business understanding, and Data Understanding, and then I have learn Data preprocessing, Data Cleaning, Data Analysis, Data Visualization, and so on... using NumPy, pandas,matplotlib and seaborn in python. And I have learned Model building using different types of Machine learning algorithms using python libraries and model evaluation using different types of performance metrics. And also I have learned the fundamentals of Deep Learning and Neural networks including ANN, CNN, RNN, LSTM, and Transfer Learning, and finished some exciting projects related to those.Most of the data around us is unstructured. So to deal with that kind of data specifically text data, I am learning Natural Language Processing (NLP) and already completed the fundamentals and looking to apply them in real projects.And I also have learned Data Query, Database Management using SQLBesides, I have intermediate knowledge of statistical analysis and Research using "IBM SPSS Statistics 25".Moreover, I have Intermediate knowledge of Social Science and Health Care Research using Stata.

Md.Mahmudul Islam's Current Company Details
Multidisciplinary Research Lab (MR Lab)

Multidisciplinary Research Lab (Mr Lab)

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Research Assistant
Bangladesh
Website:
sslwireless.com
Employees:
316
Md.Mahmudul Islam Work Experience Details
  • Multidisciplinary Research Lab (Mr Lab)
    Research Assistant
    Multidisciplinary Research Lab (Mr Lab)
    Bangladesh
  • Ssl Wireless
    Artificial Intelligence/Machine Learning Intern
    Ssl Wireless Sep 2024 - Present
    Dhaka, Bangladesh
  • Multidisciplinary Research Lab (Mr Lab)
    Research Assistant
    Multidisciplinary Research Lab (Mr Lab) Sep 2021 - Jul 2024
    Dinājpur, Rajshahi, Bangladesh
    The number of cesarean sections delivered worldwide is increasing at an alarming rate. It has a negative influence on the health of both mother and child, as well as on the economy. This problem can be effectively alleviated with the early-stage prediction of cesarean section. Therefore, We decided to work on predicting Cesarean C section, and the work was done successfully and published on IEEE Xplore, the link has been added to the publications section. Then, I worked on the bank's decision support system. This project aims to predict whether a customer should get a loan or not based on the customer's financial behavior. We employed different feature selection approaches to extract meaningful features explaining customer default. Then modeling with machine learning algorithms. Finally, we applied different ML interpretable tools to identify major factors that affect customer default. This work is also submitted to the BIM2023. Besides, I am Working on Chronic Liver Disease prediction and Employing Hyperparameter approaches to find out the optimal parameters to train the ML algorithms accurately.
  • Hajee Mohammad Danesh Science And Technology University
    Research Assistant
    Hajee Mohammad Danesh Science And Technology University Apr 2022 - Mar 2023
    Dinajpur, Rangpur Division, Bangladesh
    We work on bike-sharing time series data. The goal of this work is to predict the bike rental demand in a particular station at a specific time. In the modeling approach, We start with a statistical model and then employ Machine Learning to Deep Learning (LSTM). This work is submitted to the upcoming International Conference on Big Data, IoT, and Machine Learning (BIM2023).

Md.Mahmudul Islam Education Details

Frequently Asked Questions about Md.Mahmudul Islam

What company does Md.Mahmudul Islam work for?

Md.Mahmudul Islam works for Multidisciplinary Research Lab (Mr Lab)

What is Md.Mahmudul Islam's role at the current company?

Md.Mahmudul Islam's current role is Research Assistant.

What schools did Md.Mahmudul Islam attend?

Md.Mahmudul Islam attended Hajee Mohammad Danesh Science And Technology University.

Who are Md.Mahmudul Islam's colleagues?

Md.Mahmudul Islam's colleagues are Moklasur Rahaman, Labiba Islam, Md. Jewel Haque, Md. Touhidul Islam, Obydur Alvi, Moinul Hasan, Mohiuddin Tawfik.

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