Golam Kaderye
Data Analyst
Technical Expertise
Languages: Bangla, English, Arabic
Spreadsheets: Google Sheets, Advanced Excel
Data Visualizaiton: Tableau, PowerBI, Matplotlib, Seaborn
Database Management: PostgreSQL, Oracle, SQL
Python Libraries: NumPy, Pandas, SciPy, Scikit-learn, Keras, TensorFlow, XGBoost, PyTorch
Machine Learning: Supervised, Unsupervised, Semi-Supervised, Reinforcement
IDE: VS Code, PyCharm, Colab, CodeBlocks
Version Control: Git, GitHub
Soft Skills: Problem Solving, Critical Thinking, Mentorship, Collaboration and Communication
Projects
Movie Data Analysis using Oracle SQL (Link)
Pizza Sales Data Analysis using Oracle SQL (Link)
Music Data Analysis for Beginners using Oracle SQL (Link)
An advanced methodology on Bangla POS tagging in NLP (Supervisor)
A Review of Principal Component Analysis in Data Science and Machine Learning. (Supervisor).
Disease Prediction using Machine Learning Algorithm (Supervisor)
Stock Price Prediction using Machine Learning in Python (Supervisor)
Wine Quality Prediction (Supervisor)
House Price Prediction using Machine Learning in Python (Supervisor)
BPL Score Prediction using Deep Learning (Supervisor)
Calories Burnt Prediction using Machine Learning (Supervisor)
Vehicle Count Prediction from Sensor Data (Supervisor)
Rainfall Prediction using Machine Learning in Python (Supervisor)
Detecting Spam Emails using TensorFlow in Python (Supervisor)
Twitter Sentiment Analysis using Python (Supervisor)
Cat and Dog Classification using Convolutional Neural Network in Python (Supervisor)
Movie Recommendation Based on Emotion in Python (Supervisor)
Python | NLP analysis of Restaurant Reviews (Supervisor)
Skin Cancer Detection using TensorFlow (Supervisor)
Intrusion Detection System using Machine Learning Algorithms (Supervisor)
Face and Hand Landmarks Detection using Python (Supervisor)
Thesis (MSc): Twitter Data Mining for Radical Users Identification
Project (BSc): Inventory Management System on a Shop
Experience
Data Analyst, Jalalabad Metal Lmited (15 February 2026 - Present)
Responsibilities: Meticulous Data Analyst possessing experience in software environments, proficient in SQL, Excel, and data visualization tools. Capable of analyzing intricate datasets, constructing dashboards, and providing data-driven insights to facilitate product and business decisions. Demonstrates strong problem-solving skills with an emphasis on precision, efficiency, and ongoing enhancement.
Data Analyst (Contractual), C. S Engineering (02 November 2024 - Present)
Responsibilities: Analyze raw data, forecast, optimize resources, provide insights for efficiency.
Instructor (Contractual), Daffodil Polytechnic Institute (18 October 2025 - 10 February 2026)
Responsibilities: Mentor learners in C plus plus help them build strong problemsolving skills for competitive programming. And conduct online training on AI Agent Development with no code.
Assistant Professor & Coordinator, University of Scholars, (01 September 2023 - 31 October 2024)
Responsibilities: Led curriculum development, conducted research, and mentored students in their academic and professional pursuits.
Lecturer & Coordinator, University of Scholars, (01 September 2020 - 31 August 2023),
Responsibilities: Teaching, Research and Administrative work.
Head in-charge & Lecturer, University of Scholars, (04 February 2020 - 31 August 2020),
Responsibilities: Teaching, Research and Administrative work.
Lecturer, University of Scholars, (24 July 2018 - 03 February 2020),
Responsibilities: Teaching, Research and Administrative work.
Academic Pursuits
MSc in Computer Science, South Asian University (SAARC University), India.
BSc in Computer Science and Engineering, The People’s University of Bangladesh.
HSC (Science), Al-hera Academy School & College, Rajshahi Board
SSC (Science), Aminpur Ayen Uddin High School, Rajshahi Board
Certificates
The B-TopSE Program Cloud Course by JICA-BCC-BASIS TCP, JICA Bangladesh.
Python for Data Science, AI & Development, IBM, Coursera, Grade Achieved: 98.80%
What is Data Science? IBM, Coursera, Grade Achieved: 96.50%
Data Science Methodology, IBM, Coursera, Grade Achieved: 100%
Programming for Everybody (Getting Started with Python), University of Michigan, Coursera, 100%
Tools for Data Science, IBM, Coursera, Grade Achieved: 100%
iPhone Application Development by BASIS Institute of Technology & Management (BITM), 2014
Accomplishments
As an organizer member and Coach of the Intra University Programming Contest at the University of Scholars.
As a coach, I am proud to mentor our CSE students in the University Cyber Drill 2020 and 2022.
CTF (Capture The Flag): I resolved issues pertaining to cyberspace on several websites.
Advisor to members of the Scholars Computer Club (SCC).
A member of the Proctorial Body of the University of Scholars.
Assistant Editor for the University of Scholars newsletter.
Served as student volunteers for two semesters (2016-2017) at SAU, India.
PUB’s 2013 and 2014 first runner-up in the programming contest.
Certificate of Participation - Digital Equity Fellowship 2025 webinar series.
Research Methodology | University of Scholars, Dhaka.
International Workshop on Computational Intelligence and Applications | South Asian University, India.
International Workshop on Machine Learning & its applications | South Asian University, India.
PUM Interactive Workshop on Innovation, Entrepreneurship & Challenge-Based Learning, Dhaka.
SAU Category-1 Scholarship was awarded for the MSc program.
50% Tuition Waiver was awarded for the BSc program.
Publications
Banshal SK, Singh VK, Kaderye G, Muhuri PK, Sánchez BP. An altmetric analysis of scholarly articles from India. Journal of Intelligent & Fuzzy Systems. 2018;34(5):3111-3118. doi:https://doi.org/10.3233/JIFS-169495
Golam Kaderye; Ahsan Arif; Ronjon Kundu. “Data Mining in Different Fields: A Study".” Volume. 9 Issue.3, March - 2024 International Journal of Innovative Science and Research Technology (IJISRT), www.ijisrt.com. ISSN - 2456-2165, PP:-1828-1838:-https://doi.org/10.38124/ijisrt/IJISRT24MAR1384
Improved the accuracy of IOT based LPG leakage detection system with early fire prediction and smart alert (M. . Ahsan Arif, G. Kaderye, M. A. . Mahmud Akib, S. S. Md. Fehir, & F. Mimi Shuma , Trans.). (2024). International Journal of Scientific Research and Management (IJSRM), 12(04), 1110-1116. https://doi.org/10.18535/ijsrm/v12i04.ec01
Ahsan Arif; Golam Kaderye; Ronjon Kundu. “A proposed design of E-Voting System with consumption of existing GSM infrastructure in the Aspects of Bangladesh”. Volume. 15 Issue.3, March - 2024 International Journal of Scientific & Engineering Research (IJSER), www.ijser.org. ISSN - 2229-5518, (Link)