Education
Shahjalal University of Science and Technology
Jan 2020 - Jan 2025
B.Sc. in Industrial and Production Engineering
CGPA: 3.43/4.00
Undergraduate Thesis
"Springback Prediction in V-Bending of Three Common Engineering Materials: An XAI-Enhanced Framework Combining Machine Learning and Mathematical Modeling"
- High-Accuracy Model: Polynomial Ridge Regression achieved R² = 0.8373.
- Key Drivers: XAI (LIME & SHAP) identified bending force & holding time as top factors.
- Outcome: Developed an interpretable linear model for shop-floor process parameter analysis.
Notable Courses:
Operations Research
Advanced Manufacturing
Machine Learning
Supply Chain Management
Simulation
Engineering Statistics
Project Management
C & Python Programming
Brahmanbaria United College
2018
Higher Secondary Certificate (HSC)
GPA: 4.83/5.00
Certifications
Machine Learning Specialization
Stanford University & DeepLearning.AI
Sep 2024Mastered Supervised/Unsupervised learning, Recommender Systems, and Reinforcement Learning using TensorFlow & Python.
Verify CredentialMachine Learning Scientist with Python
DataCamp
Aug 202485-hour track covering advanced ML pipelines, hyperparameter tuning, and ensemble methods (XGBoost).
Verify CredentialData Scientist with Python Track
DataCamp
June 2024Comprehensive training in statistical analysis, data wrangling (Pandas/NumPy), and visualization.
Verify CredentialGoogle Data Analytics Professional Certificate
Learned data cleaning, analysis (R/SQL), and visualization (Tableau) for business decision-making.
Verify CredentialWinter ML Bootcamp
CIOL Presents
Apr 2022Intensive bootcamp focused on practical machine learning applications and data analytics.