Mechatronics Engineer · Researcher · Educator
I'm a Mechatronics Engineering graduate from CUET, Bangladesh (Senior Year GPA: 3.96/4.00) with research interests in machine learning, computer vision, and data-driven analytics. I'm passionate about using technology to solve real-world problems — from flood monitoring with AI to healthcare optimisation.
Peer-reviewed work and preprints in AI, computer vision, and healthcare analytics.
Developed deep learning models for automated flood detection using satellite and aerial imagery. Achieved 90.57% accuracy by augmenting datasets with diverse flood scenarios.
Applied ML and statistical methods to hospital inpatient data to predict length of stay and recommend resource-optimisation strategies.
Hands-on engineering projects spanning automation, AI, and assistive technology.
Automated sprinkler system integrating real-time soil-moisture and weather data for water-efficient farming using Arduino and sensor networks.
PLC-based sorting mechanism using Factory I/O, Ladder Logic, and vision sensors with optimised conveyor synchronisation.
Prototype assistive wheelchair controlled via eye-gaze tracking, designed for mobility-impaired users.
Tools and technologies I work with.
Academic background and recognitions.
Chittagong University of Engineering and Technology (CUET)
CGPA: 3.63/4.00 · Senior Year: 3.96/4.00 · Rank: 8th · Dean's Award ×5
Barisal Govt. Women's College · GPA: 5.00/5.00 · Government Scholarship
Barisal Govt. Girls' High School · GPA: 5.00/5.00 · Government Scholarship
Harvard Business School Initiative · 2025
GIZ, EU & World Bank · 2024
Team Bottle Green House @ CUET · 2019
English Olympiad & Physics Olympiad · 2017
Professional and teaching roles.
ILM International School — Spearheaded communication strategies contributing to a 25% increase in course enrolment. Coordinated cross-functional teams across design, marketing, and administration.
Freelance / Remote — Delivered customised curricula in Physics, Mathematics, and IT. Mentored students toward measurable academic improvements using interactive, project-based methods.
Berger Paints Ltd · Sep 2023
Marico Bangladesh · 2023
PepsiCo Bangladesh · 2023
Photography, travel, and the things that keep me curious outside of engineering.
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I'm always open to research collaborations, opportunities, and conversations.
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