Experience & Achievements

Leadership activities

Activities & Leadership

Aug. 2024 – Aug. 2025

Campus Lead - Google Developer Group

University of Nevada, Reno | Reno, NV

  • Organized high-impact events and workshops to foster a collaborative technical community on campus.
  • Led a team in developing innovative projects using Google technologies, while closely collaborating with Google Developer Relations to connect students with industry trends in software development, AI, and ML.
Professional Experience

Professional Experience

May 2025 – Aug. 2025

AI/ML R&D Summer Intern

Idaho National Lab | Idaho Falls, ID

  • Worked closely with the computational data science group to integrate AI-driven approaches into time-frequency signal processing workflows.
  • Designed and implemented complex-valued neural networks with Hermitian attention to improve robustness and interpretability in analyzing noisy, domain-shifted time-frequency signals.
  • Implemented a novel open-set recognition framework by integrating a dual-stream fusion model (time and frequency) with a conditional RF-Diffusion model for enhanced classification.

June 2016 – Aug. 2016

Network Engineer Intern

Teletalk BD Ltd | Dhaka, Bangladesh

  • Optimized 3G core and radio access network infrastructure (GSM, SDH), contributing to improved network stability and performance for a national telecommunications provider..
Research Experience

Research Experience

Aug. 2021 – Present

Graduate Research Assistant

University of Nevada, Reno | Reno, NV

  • Advanced medical imaging diagnostics by developing novel neural architectures, integrating Transformer-based attention with convolutional features to enhance the precision and robustness of invasive mass detection in mammograms.
  • Spearheaded research into generative AI for healthcare, implementing state-of-the-art Diffusion and Consistency Models to synthesize high-fidelity mammographic data, thereby addressing challenges of data scarcity and improving model generalization.
  • Engineered a petabyte-scale, high-throughput data repository for the Mining Lab, creating a unified data access layer that streamlined research workflows and accelerated data retrieval for multi-disciplinary teams working with raw geological datasets.
  • Constructed an automated, large-scale 3D reconstruction pipeline integrating Structure from Motion (SfM) and Multi-View Stereo (MVS) algorithms, transforming raw imagery into high-fidelity, analysis-ready point clouds for complex environmental modeling.
Teaching Experience

Teaching Experience

Aug. 2023 – Dec. 2023

Instructor - GRAD 778: Elements of Research Computing

University of Nevada, Reno | Reno, NV

  • Designed and delivered comprehensive instruction to over 100 graduate students, covering essential research components within the field of computational engineering.

Aug. 2021 – Dec. 2022

Graduate Teaching Assistant - ENGR100

University of Nevada, Reno | Reno, NV

  • Guided a cohort of undergraduate students through the fundamentals of engineering, focusing on building practical programming skills and a strong understanding of the engineering design process.

Dec. 2017 – June 2021

Lecturer- Cambridge IGCSE A Level Physics

South Point School & College | Dhaka, Bangladesh

  • Fostered a dynamic learning environment that promoted critical thinking and advanced problem-solving skills. Guided students through the rigorous IGCSE curriculum, leading to a deep conceptual understanding and enabling students to consistently meet and exceed their academic targets.
Academic Accolades

Academic Accolades

Outstanding Graduate Student Researcher Award

University of Nevada, Reno – 2025

Nevada DRIVE Scholar

Aug. 2023 – May. 2025

Indian Council for Cultural Relations Scholarship

Aug. 2013 – Apr. 2017

Reviewing & Editorial Service

Journal Reviewer for:

IEEE Access

Computers & Graphics

Journal of Selected Topics in IET Image Processing

Journal of Selected Topics in Applied Earth Observations and Remote Sensing