Hello, I’m
Nadim Mahmud
Software Engineer & Researcher
Designing and developing smart, accessible software solutions while conducting research on innovative technologies and their real-world applications.
E x p e r i e n c e
Graduate Teaching Assistant
Miami University
Oxford, Ohio, USA
- Graduate assistantship providing full scholarship for tuition and living expenses
- Working on LLM and RAG (Retrieval-Augmented Generation)
- Research on wheelchair accessibility solutions
- Camera-mmWave fusion and machine learning detection for autonomous driving and road mapping
Software Engineer
Therap (BD) Ltd.
Dhaka, Bangladesh · On-site · Full-time
Career Progression:
Software Engineer: Nov 2023 - Jul 2024
Associate Software Engineer: Oct 2022 - Oct 2023
- Played a key role in developing a scalable push notification framework, used by millions of users
- Developed Excel upload/download solutions using internal frameworks, improving data entry efficiency by 80%
- Implemented advanced archive and search functionality with internal frameworks
- Developed database migration scripts
- Conducted thorough code reviews, ensuring quality and best practices
- Refactored legacy code using Java 8 features (Enums, Streams) and SOLID principles for better maintainability
- Conducted code reviews to ensure clean coding standards and effective design patterns
- Collaborated with project managers and senior developers to drive innovative solutions
- Developed and presented an e-commerce website, showcasing training concepts
Tech Stack: Java Spring Framework, Hibernate, Oracle SQL, JSP, JavaScript, jQuery
Engineer I
Samsung R&D Institute Bangladesh
Dhaka, Bangladesh · Full-time · On-site
- Passed Samsung's professional level test for employees
- Worked on Samsung smart rings communication module
Tech Stack: Android Application Development, RTOS
P r o j e c t s
MyPath – Wheelchair-Accessible Routing Backend (NIDILRR Funded)
Nov 2024 – Present
Worked on Java Spring Boot API to generate wheelchair-accessible sortest routes based on latitude-longitude queries. Returns routes with surface type, incline, turns, and duration for optimized accessibility.
Visit our page
Mulitvendor E-Commerce Site
Jan 2023 – Apr 2023
A full-stack, role-based online store application built with Java, Spring, and Hibernate, which uses Docker for containerized deployment and a PostgreSQL database to manage e-commerce workflows for various user roles.
Project link
RU Contacts App (RU Funded)
2022
Developed a contacts app for Rajshahi University using Android Studio and Kotlin. Implemented MVVM architecture for better maintainability and scalability.
Google play link
Zero-Shot Crosswalk Detection from GeoTIFF Data using Prompt Engineering
Nov 2024 – Dec 2024
Processed GeoTIFF satellite images and OpenStreetMap (OSM) data for analysis. Applied zero-shot learning with GPT-4o to detect crosswalks from high-resolution GIS imagery without labeled training data, achieving 97.5% accuracy.
Paper link
Online Restaurant Management System
Jan 2023 – Apr 2023
Implemented order processing, table management, and user profile management with secure login. Ensured security with input validation, custom exception handling, and request filtering.
Project link
Road Scalatonization
March 2025
Developed a deep learning model to recover thin skeletons from thick, noisy road network images from OpenStreetMap (OSM). Used U-Net with residual blocks, iterative thinning, and multi-task learning for accurate skeletonization.
Project link
Human Activity Recognition & Ablastion Study
Oct 2024 – Nov 2024
This project detects human activities using form IMU sensor data. The dataset includes 15 users performing various activities. Features are extracted using a sliding window approach, and multiple models (Random Forest, XGBoost, CNN, Logistic Regression) are trained and evaluated. Random Forest, XGBoost, and CNN performed the best.
Project link
Urban Sprawl Detection (GIS)
Nov 2024 – Dec 2024
Analyzed urban sprawl in Dhaka using remote sensing and GIS with USGS data. Computed and visualized NDBI, SAVI, MNDWI, and IBI indices for land use assessment and spatiotemporal analysis of urban growth.
Project linkE d u c a t i o n
MSCS in Computer Science
Miami University
Oxford, Ohio, USA
- Awarded Graduate Assistantship with full tuition scholarship and living stipend
- Awarded Summer Research Fellowship 2025
- Member of Faculty Learning Communities - AI & Student Project Development (2025 - 2026)
BSc. in Computer Science & Engineering
University of Rajshahi
Rajshahi, Bangladesh
- Achieved the highest CGPA in the class for the 2016–2017 session
- Dean’s List honoree, every 4 years of study
- Ranked 6th in ITEE FE Exam taken by IPA of Japan
- Member of the ACM ICPC community
Higher Secondary School Certificate
Sreepur Ramnagar Degree College
Rajshahi, Bangladesh
- Major: Science
P u b l i c a t i o n s
OmniAcc: Personalized Accessibility Assistant Using Generative AI
Authors: S. Karki, E. Han, N. Mahmud, S. Bhunia, J. Femiani, and V. Raychoudhury
Workshop on AI for Urban Planning, AAAI 2025 Workshop
Type: Workshop
A Smart and Barrier-Aware Navigation System for Wheelchair Routing
Authors: ASM Mobarak Hossain *, Nadim Mahmud *, Ethan Han, Neil Advani, Bibodh Baral, Md Osman Gani, Vaskar Raychoudhury
Seventh International Workshop on Smart Living with IoT, Cloud and Edge Computing, IEEE MASS 2025
Type: Workshop
Contact Information
GitHub
Phone
Address
McVey Data Science Building 364, Miami University
Oxford, OH 45056
United States
Office Hours
Monday – Friday
9:00 AM – 5:00 PM PST