Computer Science PhD Student, Machine Learning & AI Researcher
Las Cruces, US.
About
Highly accomplished Computer Science PhD student with a strong focus on Machine Learning, Artificial Intelligence, and Reinforcement Learning. Proven ability to develop advanced algorithms for complex scientific and real-world problems, including astrophysics and pilot training. Eager to leverage deep research expertise and technical leadership to drive innovation in challenging R&D environments.
Work
Los Alamos National Laboratory
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Graduate Student Intern 2
Los Alamos, New Mexico, US
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Summary
Leading advanced machine learning algorithm development for a NASA-funded astrophysics research project, applying reinforcement learning to enable scalable multimessenger analysis.
Highlights
Developed advanced machine learning algorithms for pulsar parameter estimation utilizing photometric X-ray data as part of the NASA-funded "Revolutionizing Neutron Star Parameter Inference through Machine Learning" project.
Implemented sophisticated reinforcement learning techniques to enable scalable and efficient analysis within the complex domain of multimessenger astrophysics.
Contributed to cutting-edge research in Machine Learning, Reinforcement Learning, and Astrophysics, pushing the boundaries of scientific data analysis.
New Mexico State University
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Graduate Research Assistant
Las Cruces, New Mexico, US
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Summary
Conducted advanced AI research and system development, applying reinforcement learning and large language models to augment flight training and narrative generation.
Highlights
Engaged in advanced research on Augmenting Flight Training with AI, efficiently training pilots using Reinforcement Learning and contributing to ongoing projects.
Developed systems and conducted research for a project titled Graph-based Narrative Generation using Large Language Models in Soft Skills Training.
Performed comprehensive literature reviews and comparative studies on attention-based vs. memory-based approaches of Knowledge Tracing, informing novel research directions.
Collaborated effectively with Illumia Labs, EdTeKLA Research Group, and IRL Lab (University of Alberta) on interdisciplinary AI/ML research initiatives.
New Mexico State University
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Graduate Teaching Assistant
Las Cruces, New Mexico, US
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Summary
Facilitated computer science courses, provided student guidance, and collaborated on curriculum development to enhance overall learning experiences.
Highlights
Assisted in the facilitation of diverse courses, including Artificial Intelligence, Intelligent Agent, Object-Oriented Programming, Data Structures, and Operating Systems for over 100 students.
Provided targeted guidance to students, clarifying complex programming concepts and fostering deeper understanding, resulting in improved student performance.
Collaborated with professors to develop comprehensive course materials, graded assignments, and exams, significantly enhancing the overall learning experience for students.
New Mexico State University
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Graduate Assistant (Software Development and Database Management)
Las Cruces, New Mexico, US
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Summary
Developed financial software, migrated reporting scripts, and automated data processing to improve efficiency and reliability for facilities and services.
Highlights
Developed a comprehensive software solution for FS Accounting, containing a financial workbook that ensured monthly updates and accurate year-end closings.
Converted all reporting scripts from Oracle to MySQL, successfully facilitating a seamless Banner transition from local servers to the cloud.
Automated reporting scripts into scheduled tasks, significantly improving data processing efficiency and reliability by an estimated 25% for critical operations.
E-Zone Limited
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Data Engineer I - Wireless Network
Dhaka, Dhaka Division, Bangladesh
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Summary
Led key wireless network delivery projects and a team of engineers, significantly reducing operational costs through Python-based data processing tools.
Highlights
Executed the LTE TDD Delivery Project as a Wireless Key Member, marking its first successful implementation in Bangladesh.
Directed a high-performing team of 10 network maintenance engineers in the RAN Delivery Project, ensuring efficient and timely project completion.
Developed Data Processing and Data Extraction tools utilizing Python, which maximally reduced operational costs by streamlining network maintenance workflows.
Volunteer
Program Committee Member
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AAAI
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Served as a member of the Program Committee for the AAAI 2026 conference.
Research Article Reviewer
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PLOS One Journal
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Reviewed research articles for PLOS One Journal, contributing to the peer-review process.
Programming Mentor
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Mentors Without Borders
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Mentored students in programming, fostering skill development and academic growth.
Social Action Project Leader
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British Council Active Citizens
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Led a social action project focused on raising awareness of cervical cancer within the community.
Organizer
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National High School Programming Contest (NHSPC)
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Organized the National High School Programming Contest.
Education
New Mexico State University
Las Cruces, New Mexico, United States of America
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Doctor of PhilosophyComputer ScienceGrade: CGPA 3.85
New Mexico State University
Las Cruces, New Mexico, United States of America
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Master of ScienceComputer ScienceGrade: CGPA 3.85
Khulna University of Engineering & Technology
Khulna, Khulna Division, Bangladesh
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Bachelor of ScienceComputer Science and EngineeringGrade: CGPA 3.17
Awards
Preparing Future Faculty Award
NMSU Graduate School
Recognized for commitment to future faculty development and excellence.
Honors Cord for Academic Excellence
NMSU Graduate School
Awarded for outstanding academic achievement during Master's degree studies.
Runner-up, Google Developer Student's Club- NMSU Programming Contest
Google Developer Student's Club- NMSU
Achieved runner-up position in the Fall 2023 and Fall 2024 Programming Contests.