Milestone
M.S. in Industrial Engineering (Thesis Option)
Thesis: Trustworthy Artificial Intelligence for Real-Time Quality Assurance in Additive Manufacturing (LSU Digital Commons).
🏆 Achievements
Awards, grants, service, and leadership
Recognition for research and design work, grant proposals I helped write, and how I contribute to the research community.
🏆 Awards and honors
- 2nd Place, Best Track Paper Award (Health Systems Track)For the paper "Multimodal Vision-Language Models for Automated and Explainable Postoperative Complication Risk Stratification".
- 3rd Place, DAIS Student Data Analytics CompetitionNational recognition by the IISE Data Analytics and Information Systems (DAIS) Division.
- Champion, IISE Innovative Design Competition"Hearth AI: Meaningful Connection at your Fingertips".
- Runner-up, Stakeholder Engagement Data Challenge
- 2nd Runner-up, QCRE Data Challenge
- Best Graduate Oral PresentationMaterials Science and Engineering division.
- NSF Student Travel Award
- NSF Student Travel Award
- Best Technical Presentation (merit-based)
- University Merit ScholarshipTop 5% for four consecutive years.
💡 Grant proposal writing
- Physics-Informed ML for Process Defect Detection and Fatigue Modeling in WAAMFunded
- Cross-Modality Domain Adaptation for Anomaly Detection in LPBF SystemsRecommended
- Privacy-preserving Certification Framework for AMaaS PlatformsSelected, Entrepreneurial Lead
- Crowd-Sourced Data with ML for Road Condition MonitoringNot funded
🎤 Service
Professional service and invited talks
- Judge, Louisiana Science and Engineering Fair (LSEF), Senior Division
- Invited talk, CeRoM, LSU"Application of Machine Learning Methods in Grease Manufacturing under Data Scarcity." Slides
- Reviewer, Expert Systems with Applications (Elsevier), Heliyon (Elsevier), Digital Twins and Applications (Wiley), and the 2026 MSEC Conference
- Session Chair, 2025 IISE Annual Conference and Expo
🤝 Leadership
Leadership and community service
- University Students Coordinator and Web Design Lead, Louisiana Cricket BoardHelped promote cricket among university students and designed the board's website for publications and promotion.
- Sports Secretary, Bangladeshi Student Association (BSA), LSULead organizing committees for sporting events and community engagement.
- Founder and Director, Computational Intelligence and Operations Lab (CIOL)An open research and learning community at the intersection of optimization and machine learning. Bootcamp materials
- Seminar Organizer, CIOLHigher-education research seminar with 50+ attendees. Video
🛠️ Skills
Technical skills
Programming
Machine learning
Optimization
Data science
Tools
Languages
🏛️ Memberships
- Institute of Industrial and Systems Engineers (IISE), Member, 2025 to 2027
📣 Media and press
- IISE Innovative Design Competition 2025, winner highlight
- LSU Mechanical and Industrial Engineering reposted an award-winning update (LinkedIn)
- INFORMS Data Mining Society posted the Stakeholder Data Challenge results (LinkedIn)
🌱 Beyond research
I enjoy organizing community sports, mentoring students, and building practical ML systems that connect real-world sensing with trustworthy decision-making. Outside work, I enjoy cricket, badminton and soccer, writing technical blogs, and designing clean research visuals for papers and presentations.