Md.Mahmudul Islam Email and Phone Number
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.
Multidisciplinary Research Lab (Mr Lab)
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Research AssistantMultidisciplinary Research Lab (Mr Lab)Bangladesh -
Artificial Intelligence/Machine Learning InternSsl Wireless Sep 2024 - PresentDhaka, Bangladesh -
Research AssistantMultidisciplinary Research Lab (Mr Lab) Sep 2021 - Jul 2024Dinājpur, Rajshahi, BangladeshThe 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. -
Research AssistantHajee Mohammad Danesh Science And Technology University Apr 2022 - Mar 2023Dinajpur, Rangpur Division, BangladeshWe 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
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B.Sc In Electronics And Communication Engineering
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.
Not the Md.Mahmudul Islam you were looking for?
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Md Mahmudul Islam
Cto | System Analyst | Business Analyst | Erp Implementation | Crm AnalystDhaka, Bangladesh3gmail.com, yahoo.com, citycell.com -
Md. Mahmudul Islam
Undergraduate Student | Genetic Engineering And Biotechnology '25 | Jashore University Of Science And Technology | Computational Chemistry & Drug Discovery EnthusiastRangpur Division, Bangladesh -
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