YuboCao.

01Apr 2026 – now

• Building a multi-agent synthetic-user simulation platform for automated A/B testing, running thousands of LLM agents concurrently per simulation.
• In production for 10+ clients across design and brand-naming studios; evaluation benchmarks curated from SimBench, with controlled experiments run before any customer-facing metric ships.

02Oct 2025 – now

• First-author work (PTNO, under review at NeurIPS 2026): trained neural-operator surrogates for Monte Carlo particle transport from noisy, low-sample MC labels across 1M+ configurations, with inference up to ~10⁶× faster than converged Monte Carlo.
• Diagnosed the Jensen bias that appears when noisy labels are pushed through a log transform, and designed a positivity-preserving operator head and loss that predict fields spanning 9–11 orders of magnitude from noisy labels alone.
• Built the data-generation and training pipeline (Slurm, CUDA/NVIDIA Warp) behind the paper's 1M+ simulated configurations.

03May – Dec 2025

• Engineered "Security Advisor," a GenerativeAI assistant that won 1st Place in enterprise-wide Intern AI challenge. Projected to save ~28,000 engineering hours (approximately $2M+/yr) annually by consolidating security protocols into a unified, accessible portal.
• Built GenGNC, a LangChain multi-agent system that turns a high-level concept of operations into requirements and Simulink simulation prototypes, projected to cut prototyping time by 90%.
• Built emailing system for IT compliance tasks, Q&A system for controlled unclassified information handling, and AI agent for compliance audit, saving 80+ hrs/person/yr (approximately 400+ hrs/yr).
• Created application to fetch proposals to change regulations (dockets), saving 32+ hrs/docket (approximately 768+ hrs/yr).

04May 2023 – Aug 2024

• Migrated legacy Domino system to AI Factory, saving $2M+ in subscription costs and introducing MLOps practices in alignment with 1LMX.
• Rearchitected corporate-wide website from Angular to WordPress, saving 120 hrs/yr in maintenance costs.
• Fine-tuned BERT & used bipartite matching to match candidates to roles in internal leadership development program, saving 56 hrs/yr.
• Developed retrieval-augmented discrepancy reports system using StreamLit and AI factory for Solumina, automating discrepancy reports.

05Jun 2025 – now

• Selected as a contributor (top 1,300 globally) for JabRef (4k+ stars) with a $3,000 stipend.
• Enhanced onboarding experience, built declarative API for UI creation (similar to Tipkits), and event-driven rendering system in JavaFX.

06Jun – Aug 2024

• Developed medical image visual question and answering system through CLIP and Word2Vec (ImageCLEF2023), achieving 80%+ accuracy and surpass the State-of-the-Art accuracy by 5%.

07Oct 2022 – Oct 2024

• Organized largest high school hackathons in Georgia three times ('23, '24, '25), with 200+ attendees, 50+ schools, and 10+ counties each.
• Hosted CS days for K-5 (200+ attendees) and raised $2,000+ partnering with State Farm & Amazon.

08Sep 2022 – May 2025

• Developed a novel locality-aware attention model for gene annotation, achieved near perfect accuracy, and presented at GA Junior Science & Humanities Symposium 2025.
• Developed gene therapy for chronic myeloid leukemia using CRISPR-Cas9 and chitosan polymers. Presented at American Society of Human Genetics 2024 conference (Board 8045F) as only high school project globally.