Joined as a Founding Engineer to architect and build the initial platform for OffCampusReview, a startup dedicated to bringing transparency to the student housing market through verified, anonymous reviews.

As a Software and IT Developer at Refine Max Inc., I develop tailored software solutions to streamline and automate critical business operations. I’ve digitized ledger and bookkeeping systems using Microsoft Dynamics AL, helping optimize workflows tied to over $1.9 million in business activity. I work directly with the CEO to design, debug, and deploy IT tools that improve operational efficiency.

Notably, I engineered an eBay automation bot that manages $15,000 in active inventory, reducing manual oversight and enhancing real-time responsiveness. I also produce clear technical documentation and walkthroughs to bridge the gap between code and business logic, reinforcing both internal training and system transparency.

As a Graduate Research Assistant, I spearhead the design of rigorous experimentation frameworks to examine how large-language models articulate and operationalize “fairness.” My initial focus is on crafting statistically sound sampling strategies, control baselines, and reproducible workflows while drafting detailed research protocols covering dataset selection, demographic slicing, evaluation metrics, and game-theoretic scenarios for bias audits. I refine hypotheses, adjust methodologies, and set milestones that position the project for conference presentations and peer-reviewed publication as our research expands into data collection, model fine-tuning, and formal statistical analysis.

As a seasonal Sales Associate at Marshalls during Winter 2022 and Summer 2023, I delivered friendly, efficient customer service while keeping the sales floor organized and fully stocked during peak retail periods. My responsibilities ranged from operating registers and processing high-volume transactions to replenishing inventory, arranging merchandise displays, and maintaining store presentation standards. These roles sharpened my communication, teamwork, and time-management skills and gave me hands-on experience with fast-paced retail operations and daily sales targets.