Vaishvi Patel

Contributing to a project on full-stack LLM serving infrastructure, focusing on KV-cache memory management, ML-driven scheduling, and data analysis across complex multi-tenant workloads. Analyzing LLM workload signatures (output-length distributions, prefix-reuse patterns) across benchmark traces (LongBench, HumanEval) to inform data-driven scheduling policies.

Graduate Research Assistant - NC State University - Dept. of Computer Science - Raleigh, NC

(2026-05)

• Contributing to a project on full-stack LLM serving infrastructure, focusing on KV-cache memory management, ML-driven scheduling, and data analysis across complex multi-tenant workloads.
• Analyzing LLM workload signatures (output-length distributions, prefix-reuse patterns) across benchmark traces (LongBench, HumanEval) to inform data-driven scheduling policies.

Graduate Teaching Assistant - CSC/ECE 570: Computer Networks - NC State University - Raleigh, NC

(2026-05)

• Supporting 30+ graduate students through grading, office hours, and course administration
• Communicating complex networking concepts to diverse technical audiences.

Software Engineer Intern - Cignex Technologies - Ahmedabad, India

(2025-01 - 2025-04)

• Delivered a sketch-to-photo recognition system on AWS Rekognition with 85% accuracy across 500 samples.
• Enhanced model precision by 15% via histogram equalization and optimized data pipelines to cut latency by 20% across 1,000 image pairs.

Artificial Intelligence Intern - IBM SkillsBuild Program with CSRBOX - Ahmedabad, India

(2024-06 - 2024-07)

• Built an AI movie recommendation app using IBM Watson, Python, and Flask achieving 88% user satisfaction
• Refined NLP-based relevance by 30% and reduced response time by 25% (4s → 3s).

Master of Computer Science - Computer Science - North Carolina State University (2025-08 - 2027-05)

Bachelor of Engineering - Computer Science - Gujarat Technological University, New L.J. Institute of Engineering and Technology (2021-08 - 2025-06)