CHERRIL BHANSALI

● Demonstrate strong crisis management skills by addressing and resolving emergency situations in a timely manner. ● Organize and execute community building events, fostering an inclusive and supportive environment for 200+ residents. ● Leverage data collection to track participation and feedback, continuously refining event strategies for better outcomes.

● Conduct 100+ personalized tutoring sessions, improving student performance by 20% in Java and Linear Algebra. ● Completed Level 1 and 2 of CRLA-certified training, including 15+ hours of instruction in metacognition, communication, and group tutoring techniques, resulting in an increase in student engagement during tutoring.

● Lead the development of the SBU Ryde app, a ride sharing platform, using Firebase and React Native. ● Implement user authentication, ride posting, and in app communication, reducing ride wait times by 30%. ● Optimize app efficiency by enhancing backend functionality, leading to a projected reduction in transportation costs for users.

● Fine-tuned BitNet-1.58B model using HuggingFace & LoRA, increasing accuracy by 6% while reducing computational cost by 12%. ● Built batch size optimization and GPU profiling scripts, improving training throughput by 18% across multi-node infrastructure. ● Conducted ternary computing feasibility analysis for deep learning workloads, delivering findings that informed 2026 hardware roadmap. ● Developed dynamic data preprocessing pipeline, reducing preprocessing time by 20% and improving training efficiency.

● Maintained precise financial records, invoiced over 70 members for their dues, managed a semesterly budget of $20,000, and skillfully handled the payment of national and vendor invoices. ● Played a key role in budgetary planning, leading and collaborating with the finance committee to prepare the chapter's operating budget, and consistently provided comprehensive semesterly budget reports.

● Liaison between Alpha Sigma Alpha and IFSC board ● Communicated important information from the IFSC back to chapter. Worked on joint philanthropic events, fundraisers, community service projects and social events.

● Utilized Python and Pandas to clean complex datasets, reducing missing data by 35% for accurate analysis. ● Developed visualizations in Matplotlib to track key metrics like average heart rates, leading to operational optimizations. ● Collaborated with cross functional teams to present data driven insights that influenced decision making processes.

● Increased brand awareness using infographics with a team of 7 people. ● Worked on the data analytical and marketing of the company