Browsing by Author "Hasan, Md. Rakib"

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Air Quality Analysis and Prediction of Local Area
(Daffodil International University, 2021-01-31) Hasan, Md. Rakib; Rume, Md. Sazzad Hosain
Currently, in many industrial and urban area of Bangladesh, analyzing and predicting air quality has become one of the most essential activities. The nature of air is favorably influenced due to Different types of pollution caused by transportation, power, fuel utilizes and so on. The testimony of hurtful gases is making a genuine danger for the quality of life in smart cities. With expanding air pollution, we need to implement proficient air quality analyzing and predicting models which gather data about the convergence of air poisons and give evaluation of air pollution in every zone. In this paper, we utilize a famous machine learning technique, to figure pollutant and particulate levels and to predict and analysis the air quality. The quality of air is influenced by multi-dimensional components including area, time, and uncertain factors. The aim of this paper is to investigate various machine learning based techniques for air quality analyzing and prediction. Air quality is surveyed dependent on a banding framework which gauges the degrees of poisons, specifically Ozone (O3), Nitrogen dioxide (NO2) and Particulate issue - PM10 and PM2.5. The general air quality list at a specific time is given as the greatest band for any poison. PM2.5 is fine particulate matter of size under 2.5 micrometers and is considered to impact sly affect wellbeing going from cellular breakdown in the lungs to cardiovascular illnesses. This project intends to predict the air quality band for PM2.5 utilizing present and authentic contamination information in blend with predicted air information which is promptly accessible. To tackle this issue, initially, exploratory information investigation will be directed on accessible air and pollution datasets to find the relationship between various highlights. Subsequent to utilizing appropriate information cleaning and highlight designing strategies dependent on the perceptions made, the practicality of utilizing different Machine Learning procedures, for example, LSTM will be investigated.
Air Quality Analysis and Prediction of Local Area
(Daffodil International University, 2021-01-31) Rume, Md. Sazzad Hossain; Hasan, Md. Rakib
Currently, in many industrial and urban area of Bangladesh, analyzing and predicting air quality has become one of the most essential activities. The nature of air is favorably influenced due to Different types of pollution caused by transportation, power, fuel utilizes and so on. The testimony of hurtful gases is making a genuine danger for the quality of life in smart cities. With expanding air pollution, we need to implement proficient air quality analyzing and predicting models which gather data about the convergence of air poisons and give evaluation of air pollution in every zone. In this paper, we utilize a famous machine learning technique, to figure pollutant and particulate levels and to predict and analysis the air quality. The quality of air is influenced by multi-dimensional components including area, time, and uncertain factors. The aim of this paper is to investigate various machine learning based techniques for air quality analyzing and prediction. Air quality is surveyed dependent on a banding framework which gauges the degrees of poisons, specifically Ozone (O3), Nitrogen dioxide (NO2) and Particulate issue - PM10 and PM2.5. The general air quality list at a specific time is given as the greatest band for any poison. PM2.5 is fine particulate matter of size under 2.5 micrometers and is considered to impact sly affect wellbeing going from cellular breakdown in the lungs to cardiovascular illnesses. This project intends to predict the air quality band for PM2.5 utilizing present and authentic contamination information in blend with predicted air information which is promptly accessible. To tackle this issue, initially, exploratory information investigation will be directed on accessible air and pollution datasets to find the relationship between various highlights. Subsequent to utilizing appropriate information cleaning and highlight designing strategies dependent on the perceptions made, the practicality of utilizing different Machine Learning procedures, for example, LSTM will be investigated.
Comprehensive audit methodology of ACNABIN Chartered Accountants
(BRAC University, 2025-02) Hasan, Md. Rakib; Alam, Kausar
This report about “Comprehensive Audit Methodology of ACNABIN Chartered Accountants” is structured into five distinct parts to ensure a comprehensive analysis and clear presentation of the findings. In first chapter, a detail overview of the internship program is discussed including job responsibilities, personal experiences gained and the limitation of the internship period. Second chapter focuses on the overview of the firm, its vision, mission and core values where as third chapter contains the general audit procedures performed by ACNABIN Chartered Accountants for their audit clients. Fourth chapter identifies the objective of the research, the audit procedures used by our audit team while conducting statutory audit in Fakhruddin Textile Mills Ltd. The use of appropriate audit procedures, following the international standards on auditing (ISA). Additionally, some recommendations suggested by us may improve the process in efficient way. The last chapter described ACNABIN’s compliance with relevant auditing standards and also limitation faced practically while auditing in Fakhruddin Textile Mills Ltd. Overall, this paper is aim to understand and explain how Acnabin Chartered Accountancy Firm conduct Audit in a more comprehensive way. For this, this paper extract useful information and analyzes from team members, audit clients, previous data and documents etc. This paper identifies that the audit practice of Acnabin Chartered Accountant assessed various categories of material misstatement risks and conducted a detailed evaluation of the company’s internal control activities to ensure compliance with audit standards and to identify potential areas of concern. Finally, the report concludes with a detailed summary, highlighting the key findings and insights derived from the study.
Hospital Management System
(Daffodil International University, 2018-12-11) Auwal, Robiul; Hasan, Md. Rakib; Hasan, Md. Kamrul
Hospital is part and parcel in our day-to-day life. Therefore, we decided to work with the project to create a management system with it. The manual handling of record is time consuming. We tried our best to make the complicated process as simple as possible using effective technique and menu oriented interface. We have tried to design this application in such a way that the user may not have face any difficulty to use it and further expansion is possible without much effort. The main purpose of my work is that to perform each manual working in a computerized way. It saves a lot of time. We are confident that this web application benefit a lot to the Hospital and can be used by non-programming personal easily
My Working Experience at SA TV
(Daffodil International University, 2019-09-08) Hasan, Md. Rakib
S.A. Channel Pvt. Limited is a South Asian Television. This television is sister concern of SA Paribahan Pvt Ltd, a renowned courier and logistical support provider in Bangladesh. This satellite channel officially began broadcasting in 19th January 2013 and this television is a private owner television. SATV uses the up coming latest technology in broadcasting news and program production through satellite Apstar-7. This channel promotes and provide our Bengali culture and language to the mass people views via news, , dramas, national and international sports, talk shows, music, movies, programs about health and also fashion and lifestyle. SATV also also host to the largest reality show in the world, Bangladeshi Idol in 2013. which was then one of the highest rated shows nationwide.
Prospects of the business department of Malkhanagar Degree College
(BRAC University, 2019-04) Hasan, Md. Rakib; Ahmed, Salehuddin
Malkhanagar Degree College is one of the very renowned colleges of Munshigonj district. Previously Malkhanagar Degree College was with Malkhanagar High school which was established in 1889. In 2011 The college got separation from Malkhanagar High school. The college promoted to a degree college and at present it has both H.S.C, Honours and Degree level students. This college is situated in a rural area of Munshigonj district which is in Sirajdikhan upazilla. Institutions of rural area faces more challenges than urban area institutions. The problems are mainly uneducated parents, lack of opportunity to grow more, shortage of qualified teachers and many more. However, this institution has good number of students and number of the teachers is also satisfactory. I have joined the Malkhanagar Degree College as a lecturer (part time) from January 20, 2019. The subject I teach there is Marketing which is a non-major course. This Marketing course is needed for H.S.C students, Honours student and Degree level students. Through this report I have discussed and showed what are the challenges and opportunities of a rural area business college like Malkhanagar Degree College. I have also tried to show a good comparison between Malkhanagar Degree College and top class business schools of Bangladesh like BRAC Business School and Institute of Business Administration, University of Dhaka. And I have also mentioned some findings and recommendation for this study of mine.
Recognition of Tuberculosis on Medical X-Ray Images Utilizing MobileNet Transfer Learning
(IEEE, 2023-03-27) Hossain, Sheikh Imtiaz; Nipu, Sharmin Alam; Hasan, Md. Rakib
Mycobacterium Tuberculosis (M. TB) bacteria causes Tuberculosis, which leads a human to death. The World Health Organization declared TB a highly infectious disease and reported that 1.7 million individuals die yearly. WHO recently constructed a target to reduce TB by 80% by 2030 and 90% by 2035 and passed a recommendation to employ an artificial intelligence-based computer-aided diagnosis process. It is challenging for the radiologist to differentiate TB and Lung Cancer from CXR imaging, as both imitate each other. The screening process is relatively difficult to detect early from the most widely-used "Chest X-ray" imaging of individuals that requires a significant degree of accuracy. This study aimed to train a convolution neural network model from scratch to detect tuberculosis from chest X-ray images and compare its performance with the transfer learning technique using mobile net pre-trained and multiple-layer CNN models. This study has used the publicly available datasets from Kaggle of chest radiographs, trained a CNN model from scratch, and utilized a multi-layer CNN model and mobile net to classify TB and normal cases. Our proposed model is mobile net transfer learning. The image-preprocessing, data augmentation and optimization has been done by using rmsprop in the proposed model. The performance of the model was evaluated using accuracy. The result showed that all the proposed models had accepted accuracy for two-class classifications, with our proposed CNN architecture achieving 96.63% and our lowest accuracy being 90.00%, which was obtained from the multilayer CNN model.
Retrofitting of existing foundation Using micropile
(Department of Civil and Environment Engineering, Islamic University of Technology(IUT), Board Bazar, Gazipur, Bangladesh, 2013-11-15) Ekram, Md Shahariar; Hasan, Md. Rakib; Moid, Mehrab Ibne
Recently in overpopulated countries building construction is become a problem due to scarcity of land. Day by day this problem is increasing as demand of future construction also increasing. By vertical extension of existing building the demand can be fulfilled. Due to this vertical extension strengthening of existing foundation is required. Micropile technology is one of the best and suitable solutions in this kind of underpinning work. Though the technology is not familiar in Bangladesh, successful implementation of this method will come with a very good result. Various advantages over other underpinning work make it applicable in all type of structural and soil condition. This study has proposed different installation process of micropile technology and its detail design procedure. It also discusses advantages of using this technology for underpinning work. This study is mainly focused on using micropile technology in case of vertical extension of existing structure. Installation of piles through existing foundation and thus strengthening of it also discussed over here. a case study is also shown here analyzing present condition of IUT new academic building and condition after vertical extension. Adequate no of micropiles also calculated with their suitable installation and design process. By this analysis future building construction problem can be minimized and also a different technology about strengthening of existing foundation is introduced.
System and Network Administration Using Mikrotik and Linux
(Daffodil International University, 2020-07-12) Hasan, Md. Rakib
If two and more computers are interconnected and able to exchange data or information then we call network. We want to increase the number of PC‟s and exchange data or information from one to another that time we need some special PC‟s are called Server. .MikroTik is a minimal effort and simple accesses Router that can be utilized for little and building an ISP centre. Particularly this systems administration gadget suits for little system from each viewpoint like customer administration and security. MikroTik RouterOS is the working arrangement of MikroTik Router Board which may likewise introduce in a standard PC also, the PC will transform into a MikroTik Router. Linux Server Administration is a well-known method for dealing with the system correspondence as far as its execution, dependability and security. This Internship shows the entire setup procedure of an ISP server Administration alongside the different administrations offered in Linux working framework. There is different kind of work in the system that is the reason additionally unique sorts of server and how to design different administration. For Example- DSN Server, Web Server, Mail Server, Proxy Server, FTP Server, Firewall.
System and Network Administration Using Mikrotik and Linux
(Daffodil International University, 2020-07-02) Hasan, Md. Rakib
If two and more computers are interconnected and able to exchange data or information then we call network. We want to increase the number of PC‟s and exchange data or information from one to another that time we need some special PC‟s are called Server. .MikroTik is a minimal effort and simple accesses Router that can be utilized for little and building an ISP centre. Particularly this systems administration gadget suits for little system from each viewpoint like customer administration and security. MikroTik RouterOS is the working arrangement of MikroTik Router Board which may likewise introduce in a standard PC also, the PC will transform into a MikroTik Router. Linux Server Administration is a well-known method for dealing with the system correspondence as far as its execution, dependability and security. This Internship shows the entire setup procedure of an ISP server Administration alongside the different administrations offered in Linux working framework. There is different kind of work in the system that is the reason additionally unique sorts of server and how to design different administration. For Example- DSN Server, Web Server, Mail Server, Proxy Server, FTP Server, Firewall.