Mahmud Hasin
@mahmudhasin
Mechanical Engineering undergraduate at AUST developing ML-accelerated HVAC thermal modeling for my thesis.
BangladeshWhat I'm looking for
At AUST, I’m investigating machine-learning-accelerated multiscale modeling to optimize the thermal performance of an HVAC cooling element for my undergraduate thesis.
In the AUST Applied Simulation and Modeling Lab, I developed convolutional neural networks to assess finite element simulation accuracy across refined meshes. I also integrated Lagrange elements in COMSOL to automate convergence analysis.
My molecular dynamics work includes simulating droplet impact, droplet–wall interactions, and evaporation using LAMMPS. I’ve also built Matsonnet Studio, an AI workspace centered on OpenMM that turns plain-language descriptions into configured simulations, trajectories, and analysis.
At FlyRank AI, I contribute to applied machine learning initiatives, and at Perpex I develop and maintain Django backend features. I’m seeking research opportunities at the intersection of computational materials science, deep learning, and simulation-driven engineering design.
Experience
Work history, roles, and key accomplishments
Machine Learning Intern
FlyRank AI
Jul 2026 - Present (3 months)
Contributing to applied machine learning initiatives as part of the AI team.
Django Developer
Perpex
Apr 2026 - Present (6 months)
Developing and maintaining backend features using the Django web framework.
Artificial Intelligence Intern
Zetheta Algorithms Private Limited
Mar 2026 - Present (7 months)
Supporting AI-focused research and development initiatives within the organization.
Intern
Dividend Management
May 2026 - Aug 2026 (3 months)
Selected for DividendU, Dividend Management's structured summer internship program.
Sub-Executive, Content Writing
AUST Research and Publication Club
Mar 2024 - Sep 2024 (6 months)
Produced content supporting the club's research-dissemination and publication initiatives.
Education
Degrees, certifications, and relevant coursework
Ahsanullah University of Science and Technology
B.Sc., Mechanical Engineering
2023 -
Grade: CGPA: 3.09/4.0 (Current); Projected: ~3.15/4.0
Pursuing a B.Sc. in Mechanical Engineering with a focus on molecular dynamics, computational modeling, and machine-learning-accelerated simulation. Currently working on an undergraduate thesis on ML-accelerated multiscale modeling for HVAC thermal systems.
Coursera
Deep Learning Specialization, Deep Learning
Completed the Deep Learning Specialization by Andrew Ng, covering neural networks, CNNs, and sequence models.
Tech stack
Software and tools used professionally
Availability
Location
BangladeshAuthorized to work in
Salary expectations
Job categories
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