KANKON MONDAL
ELECTRONICS & COMMUNICATION ENGINEERINGKhulna University of Engineering & Technology (KUET)
Summary
ECE undergraduate at KUET with interests in Machine Learning, Deep Learning, and Data Science. Experienced in Python, ML, computer vision, and backend development, with hands-on experience building and deploying practical projects.
Education
B.Sc. in Electronics & Communication EngineeringSep 2025 – Present
Khulna University of Engineering & Technology (KUET)
• Analog Electronics, Signals and Systems, Machine Learning.... etc
Projects
GreenSort - Waste Classification SystemApr 2026 – Jun 2026
Deep Learning · TensorFlow/Keras · CNN · Computer Vision
- Developed a CNN-based binary image classification model for waste classification.
- Trained on 25,000+ images with 224×224×3 input dimensions.
- Achieved 92.04% test accuracy and 0.92 F1-score.
Heart Disease Risk AnalyzerDec 2025 – Jan 2026
Machine Learning · Scikit-learn · Python · FastAPI
- Developed a machine learning model for heart disease risk prediction using clinical features.
- Performed data preprocessing, feature preparation, model training, and evaluation.
- Achieved approximately 87% accuracy and compared multiple classification algorithms.
Skills
Languages
Python, C
Data Science
NumPy, Pandas
ML / Frameworks
Scikit-learn, TensorFlow/Keras
Core Domain
Machine Learning
Version Control
Git / GitHub
Simulation & Tools
MATLAB, Multisim
Courses & Certifications
•
CS50x - Introduction to Computer Science by Harvard University
•
Introduction to Data Science in Python by University of Michigan
•
Applied Python Data Visualization by University of Michigan
•
Machine Learning Specialization by DeepLearning.AI and Stanford Online
Research Interests
Machine LearningDeep LearningEmbedded SystemsComputer VisionSignal ProcessingElectronics and Communication
Additional Information
Languages: English, Bangla.
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