"The important thing is not to stop questioning. Curiosity has its own reason for existing."
Hi, I am Kazi Arman Ahmed, and welcome to my website. I am passionate about pushing the frontiers of industrial and manufacturing engineering. I thrive on using data to drive engineering excellence and progress. I am constantly eager to expand my knowledge of optimization techniques, advanced manufacturing processes, machine learning, and other data-driven solutions to maximize efficiency. I have succeeded academically through diligence – earning CGPA 3.58 as well as multiple merit scholarships. But my true drive lies in crafting impactful research that propels progress. Let's connect and explore the future together.
Research Works & Publications Ongoing Research
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Optimization of Selective Laser Sintering (SLS) 3D Printing of Thermoplastic Polyurethane Elastomer: A Statistical Approach
Published in Journal of Manufacturing and Materials Processing
This research seeks to optimize selective laser sintering process parameters for TPU powder to achieve high-quality 3D printed parts. This involves determining ideal settings for layer thickness and laser power through modeling, experimentation, and mechanical fatigue and fracture analysis to ensure durability under real-world conditions.
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Comparative Analysis of KNN and SVM in Multicriteria Inventory Classification Using TOPSIS
Published in International Journal of Information Technology
This research compares ML models to identify the optimal model for rapidly classifying new inventory in a multicriteria ABC system. By leveraging an initial TOPSIS analysis and evaluating SVM and KNN accuracy in predicting classes for new items, the goal is to find the most accurate model which will enable efficient categorization of newly added items based on multiple properties, avoiding disruption in competitive environments.
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Supplier selection using machine learning integrated fuzzy AHP and Bayesian Belief Network approach: Case study of a jute company
Under Review in Expert Systems With Applications
This research seeks to optimize jute yarn supplier selection for a Bangladeshi company by integrating fuzzy AHP, Bayesian belief networks, and machine learning techniques. The goal is to develop an accurate data-driven model for weighing criteria, assessing supplier performance, analyzing risks, and identifying ideal suppliers to improve procurement decisions.
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Advancing Breast Cancer Prediction: Comparative Analysis of ML models and DL-Based Multi-Model Ensembles on Original and Synthetic Datasets
Under Review in SN Computer Science
This research aims to enhance breast cancer diagnosis through a comparative evaluation of various machine learning and deep learning techniques using both original and synthetic datasets. The goal is to identify an optimal approach or combination of approaches that can improve prediction accuracy and contribute to the advancement of breast cancer diagnosis.
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Machine learning-based models for cardiovascular disease prediction
Under Review in Informatics in Medicine Unlocked
This research seeks to identify the optimal machine learning model for accurately diagnosing cardiovascular disease early and conduct risk analysis using Bayesian belief networks on the optimal model. By determining the highest-performing ML approach, the aim is to develop an effective disease prediction system that improves clinical decision-making and patient outcomes through early detection and intervention.
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Development of an Inexpensive Proficient Smart Walking Stick for Visually Impaired People
Published in Advances in Decision Sciences, Image Processing, Security and Computer Vision
This research represents a medical engineering technology to develop an extremely low cost smart walking stick as assistance for visually impaired people. click here It has been published in Springer and till now received 5 citations
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Design And Development Of An Advanced Affordable Wearable Safety Device For Women: Freedom Against Fearsome
Published in Advances in Science, Technology and Engineering Systems Journal
This research develops voice-activated safety jewelry for women using GPS and alerts to improve personal security. The goal is integrating discreet electronics into daily accessories for accessible and effective emergency response. click here
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Design And Fabrication Of A Manual Rice Transplanter
Undergraduate Product Design Research Project about designing a prototype of Manual Rice Transplanter in CAD software then fabricating the prototype in real life.
Work Experiences
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Lecturer of Industrial & Production Engineering Department
Former Lecturer of Industrial & Production Engineering Department of European University, Bangladesh. Please click here to look at the courses that I have taken there.
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Reviewer in Expert Systems with Applications Journal (Q1, IF : 8.5)
Current Reviewer, reviewed one manuscript (SOURCE-WORK-ID: c870d4b3-2489-4506-8a2e-14d3ba1cdb3b)
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Reviewer in Healthcare Analytics Journal (CiteScore :- 1.9)
Current Reviewer, reviewed one manuscript
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Reviewer in Advances in Science, Technology and Engineering Systems Journal (ASTESJ)
Current Reviewer of ASTES Journal, reviewed one manuscript
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Senior Manager of Data Management Department
Leading the Data Management Team in LandQuire. My responsibility includes managing and analysing real estate property data, using Mixed Integer Linear Programming (MILP) models for profit optimization, constructing Monte Carlo Simulations to evaluate the return and risk of investments, and managing the ETL pipeline daily.
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Management Trainee-Executive of Industrial Engineering Department
Former Management Trainee-Executive of Industrial Engineering Department of Epyllion Group Please click here to look at my responsibilities there.
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Your Voice Facilitator of Primary Manufacturing Department
Worked in a project in British American Tobacco Bangladesh (BATB) as Your Voice Facilitator. Project of consits of Work Force Management through gathering field data.
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Intern of Industrial Engineering Department
Former Intern of Industrial Engineering Department of COATS Bangladesh. Completed Ungraduate Internship there. Please click here to look at my responsibilities there.
Projects
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An AI Chatbot for Interactive YouTube Video Queries
Please click here to go through the code & click on the title to use the chat bot.
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Realtime data Visualization from a real estate website using Dash
Please click here to go through the code & project details.
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Cluster Analysis of nationwide property data
Please click here to go through the code & project details.
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Supply Vs Demand Analysis of the Real Estate Market of USA
Please click here to go through the visualization and project details.
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Cleaning raw data of lands all over the USA
Please click here to go through the code & project details.
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Visualizing the KPIs of the Data Management Department by using Tableau
Please click here to go through the visualization.
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Case Study about possible horizontal collaboration opportunities across the supply chain of the industry sectors in Bangladesh to reduce traffic burden. (PTAK Prize Case Competition)
Please click here to go through the project details.
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Data mining from a real estate website to calculate Supply Vs Demand
Please click here to go through the code & project details.
Certifications
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Supply Chain Dynamics
A course about Supply Chain Dynamics offered by MITx, an online learning initiative of the Massachusetts Institute of Technology.
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Supply Chain Fundamentals
A course about Supply Chain Fundamentals offered by MITx, an online learning initiative of the Massachusetts Institute of Technology.
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Supply Chain Analytics
A course about Suuply Chain Analytics offered by MITx, an online learning initiative of the Massachusetts Institute of Technology.
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Data Analyst with Python
A Professional Data Analyst Certificate Provided by Datacamp which covered the uses of numpy, pandas, seaborn, scipy.stats for Data Analysis Please click here to go through all the courses that I covered.
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Certified Supply Chain Analyst
A course about Supply Chain Practices in Industry Level offered by Internation Supply Chain Education Alliance (ISCEA), after successfully completing the course and passing the exam one is rewarded with CSCA Credential
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Python Data Structures
An online non-credit course about basics of Data Science authorized by Johns Hopkins University and offered through Coursera Grade Achieved: 100%
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A Crash Course in Data Science
An online non-credit course about basics of Data Science authorized by Johns Hopkins University and offered through Coursera Grade Achieved: 100%
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Programming for Everybody (Getting Started with Python)
An online non-credit course about basics of Python authorized by University of Michigan and offered through Coursera Grade Achieved: 98.34%
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Using Python to Access Web Data
An online non-credit course about Scraping the web data using Python authorized by University of Michigan and offered through Coursera Grade Achieved: 99.09%
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Using Databases with Python
An online non-credit course about Database handeling using Python authorized by University of Michigan and offered through Coursera Grade Achieved: 99.09%
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Advanced Styling with Responsive Design
An online non-credit course about Responsive Website Design authorized by University of Michigan and offered through Coursera Grade Achieved: 94.78%
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Interactivity with Javascript
An online non-credit course about Javascript authorized by University of Michigan and offered through Coursera Grade Achieved: 94.82%
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Professional Microsoft Excel
A professional course about advance uses of Microsoft Excel offered by Skill Hunt Bangladesh.
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Short Course on PLC based Industrial Automation
A short course on uses of PLC (Siemens) as Industrial Automation System offered by Reliance High Tech Ltd
Achievements
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MIST Merit Based Scholarship for Academic Excellence
Attained recognition by maintaining a place in the top 5 and securing a GPA of over 3.7 throughout the fourth, fifth, and eighth semesters.
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Certificate of Excellence
Got recognition as the outstanding employee for the fiscal year 2022.
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Ptak Prize Scholarship Winner
Scholarship Winner at Ptak Prize 2018, a reputed international competition organized by International Supply Chain Education Alliance (ISCEA).
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1st Runner Up in "Design & Simulation" at "National Robotic Festival 2017"
Achieved “1st Runner Up” Prize and received recognition from Marcia Bernicat (Former US Ambassador to Bangladesh) at National Robotic Festival
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1st Runner up in “IT Business Idea Challenge” at “Technovation 2018”
Achieved "1st Runner Up" Place in "Technovation 2018" organized by North South University. And also our business idea got recognition from Grameenphone Bangladesh.
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2nd Runner up in “Master Mind” at “Robolution 2018”
Achieved "2nd Runner Up" place in "Master Mind" segment organized by MIST Robotics Club.
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2nd Runner up in “Microcontroller Project” at “Intra University Robotics Competition 2018”
Achieved 3rd best “Microcontroller Project" recognition from Military Institute of Science and Technology.
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Champion in Inter Dept. Football Competition at MIST
Won the Champion Trophy at "Inter Department Football Competition-2018", played as the Right Back.
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Gold Medalist in “Intra District Karate Competition” at Chittagong
Won Gold Medel in "Intra District Karate Competition" which was organized by Chittagong District Sports Association
Extra Curricular Activities
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Guest Speaker at MIST OptiMist Club
Got invited as the "Guest Speaker" at a seminar about Supply Chain Management, organized by MIST OptiMist Club. Topic Was:- "Getting Started with PTAK: Road Towards CSCA"
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President of MIST Debating Society
Organized Idea Hamaster-2, Orator's Ground-1, Orientation and Annual General Meeting. Got recognition as the best club to organize most event in a calander year.
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Debate Captain of MIST IPE Department
Led the department to the semifinal of "Inter Department Debate Competition".
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Media & Sponsorship Coordinator of Hult Prize at MIST
Successfully organized "Hult Prize at MIST-2019".
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Campus Ambassador of BYLC (Bangladesh Youth Leadership Center)
Was the front face of BYLC in MIST. Explained the students about the importance of youth leadership.
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Campus Ambassador of ISCEA (International Supply Chain Education Alliance) Bangladesh
Motivated the students to learn Supply Chain Management. Many students from different departments took the opportunity provided by ISCEA to learn Supply Chain Management.