Education and training
Ph.D. (in progress), M.S., and B.Sc. degrees in industrial engineering, graduate coursework in control, learning, and manufacturing AI, and hands-on industrial training.
Degrees
-
🧑🔬 Ph.D. in Industrial Engineering
Jan 2025 to presentLouisiana State University (LSU) · Department of Mechanical and Industrial Engineering · Baton Rouge, LA, USA
In progress
- GPA
- 4.05
- Advisor
- Dr. Mahathir Mohammad Bappy, AnalyticsIQ Lab
Research focus: trustworthy and transferable autonomy for cyber-physical systems, geometry-invariant melt pool control, and physics-informed generative AI for self-healing manufacturing.
- Physics-informed ML for process defect detection and fatigue modeling (NSF LAMDA): co-authored the funded proposal, built a sensor-integrated WAAM platform, and developed PI-CNN and physics-guided LSTM models for porosity and fatigue prediction.
-
🎓 M.S. in Industrial Engineering (Thesis Option)
Jan 2025 to Aug 2026Louisiana State University (LSU) · Department of Mechanical and Industrial Engineering · Baton Rouge, LA, USA
Conferred August 14, 2026
-
🏛️ B.Sc. in Industrial and Production Engineering
Jan 2019 to Mar 2024Shahjalal University of Science and Technology (SUST) · Department of Industrial and Production Engineering · Sylhet, Bangladesh
Completed 2024
- GPA
- 3.74/4.00 (top 5% of 60 students)
- Advisor
- Dr. A. M. M. Mukaddes
- Thesis: "Predict Students' Performance and Optimize Preparatory Leave: An Integrated Deep Learning and Dynamic Programming Approach."
- SUST Research Center project: automated timetabling software using a genetic algorithm.
- University Merit Scholarship (top 5% of class) for four consecutive years (2020 to 2024).
Graduate coursework at LSU
✅ Completed
- Optimal Control
- Machine Learning for Security in Cyber-Physical Systems
- Artificial Intelligence in Manufacturing
- Applied Deep Learning
- AI and LLM Development
- Nonparametric Statistics
- Industrial Engineering Research Methods
- AI for Healthcare Analytics
⏳ In progress Fall 2026
- Nonlinear, Adaptive, and Learning-Based Control of Robots
- Analytics and Data Science in Industrial Engineering
- Agentic AI Systems
Industrial training and internships
- Information Technology Intern, IDLC Finance PLCDeveloped secure data workflows and contributed to IT operations.
- TICI Training InstitutePractical sessions on operations processes, instrumentation and control, and industrial hazards and safety.
- BITACMachine shop, industrial safety, and advanced manufacturing training.
Key course projects
- Porosity detection
Neural-network anomaly detector to predict thermal-induced porosity in AM parts with 98% accuracy. - Netflow optimization
Netflow model to minimize transportation costs while meeting demand and capacity constraints.