Work Experiences

Systems Software Research Assistant

Since August 2025, I have worked as a Systems Software Research Assistant at the University of South Florida’s Interface Research Lab (IRL), building performance-critical arithmetic modules in RISC-V assembly and Python for AI inference on resource-constrained devices, improving simulated throughput by 57%. I also developed automated benchmarking, testing, and validation pipelines that reduced manual testing time by 40%.

I partner closely with researchers to translate low-level architecture requirements into reusable software, accelerating iteration on energy-efficient edge AI systems.

From January 2025 to August 2025, I served as a Research Assistant in the USF Computational Social Science and AI Lab, building React + TypeScript experiment interfaces that improved participant data-capture reliability by 25%. I refined input collection to cut data errors by 32% and connected the chatbox UI to backend model endpoints for responsive AI-driven conversations.

Residential Assistant

Currently, as a Residential Assistant for the Department of Residential Education at the University of South Florida, I mentor and support a community of over 30 residents, promoting academic success, resolving conflicts, and fostering an inclusive environment through educational and social programming.

I design and lead initiatives that build connection and belonging among residents while ensuring a safe and supportive living experience. This role strengthened my communication and leadership skills.

Admissions Data Analyst & Student Operations

From May 2024 to August 2025, I worked with International Admissions at the University of South Florida as an Admissions Data Analyst and International Student Ambassador, supporting analytical workflows and student-facing services.

I queried, reconciled, and analyzed 50+ daily international admissions records across Banner and Dynamics using SQL, identifying inconsistencies and process bottlenecks while maintaining 100% accuracy. I coordinated intake, documentation, and communication for 500+ international students, improving case resolution efficiency and service quality.

I diagnosed cross-departmental escalation delays and redesigned emergency case routing across four units, reducing response time by 30% and improving service continuity. I also validated data updates and process changes before release to ensure accuracy and compliance.

Technical Research Intern


From June 2024 to September 2024, I participated in NASA L'SPACE NPWEE Academy as a Technical Research Intern, collaborating with an 11-member team to organize design data, support simulation planning, and coordinate testing cycles for a habitat research prototype.

I automated portions of the team’s analysis workflow using Python scripts, reducing manual data-processing time by 15% and standardizing output formats for design evaluations.

I assessed preliminary project proposals for feasibility and documentation quality as part of the program’s review panel.

Research Facilitator and Data Analyst

From May 2023 to September 2023, I organized and maintained databases with 1,000+ real-time responses for a stock-market tracking app study. Using SPSS, I updated the database weekly and collaborated with two professors on the final report. I also participated in the Bangladesh Women’s Labor Conference, advocating for the project and gathering insights from 50 women laborers.

Product Strategy Intern

From August 2023 to December 2025, I analyzed 10,000+ customer records to define user segments and recommend workflow improvements, contributing to a 25% increase in operational efficiency.

I built KPI dashboards and insight reports that influenced internal roadmap discussions and future feature direction, and identified friction points in the customer journey that reduced operational costs by 15% and improved process efficiency by 30%.

Product Management Intern

From May 2023 to August 2023, I supported product development for the national Labor Information Management System, aligning stakeholders across government and engineering teams to refine platform requirements. I translated cross-agency discussions into product specifications, flagged usability issues, and recommended enhancements to streamline onboarding and job-matching flows. I represented the platform at the Bangladesh Women’s Labor Conference, gathering user feedback to inform roadmap decisions.

Academic Tutor

I tutored and mentored students in grades 2–10, providing academic support, exam preparation, and confidence-building guidance. I focused on clear explanations and personalized help to strengthen student progress.