Jae Lee

JTaurusPartners LLC | Remote

• •Advise on GenAI strategy, LLM fine-tuning, and data infrastructure modernization for enterprise clients
• •Architect RAG pipelines: OpenAI embeddings + vector search over 300k+ documents for enterprise knowledge retrieval
• •Ship production SaaS products: React/Next.js + Supabase + Cloudflare (photo management, life journaling, encrypted data vault)
• •Deploy ML APIs: LightGBM for image compression (36% faster), Llama 3.2-Vision for intelligent photo tagging
• •Build AI-powered desktop tools: Whisper STT, GPT agents, wake-word activation, real-time TTS

SIRO Diagnostics | Remote

• •Led data analytics and science team, aligning manufacturing and assay development around root cause analysis and continuous improvement
• •Architected centralized data pipeline unifying all analyses and scientific studies under a single source of truth
• •Deployed GenAI solutions (OpenAI LLMs, vector search) for 300k+ document semantic search and knowledge management
• •Engineered automated data pipelines with Docker/Kubernetes for data ingestion, traceability, and internal query systems

Cue Health | Remote

• •Spearheaded technical transfer of multiplex assay products, orchestrating design reviews and validation protocols for FDA submission
• •Optimized signal processing algorithm via A/B testing, reducing false positive rates by 85% while maintaining diagnostic sensitivity
• •Deployed Python-based post-market surveillance engine handling 1M+ daily runtime logs, cutting incident triage time by 60%

Cue Health | San Diego, CA

• •Stood up Technical Operations as a new department during a $481M DoD contract, defining the playbook that scaled output from 5k to 100k tests/day (20x)
• •Directed 12-person cross-functional team through 27x revenue growth ($23M → $618M), realigning priorities as scope evolved
• •Closed 300+ NCRs and 20 CAPAs; cut QC failure rate 50% and field defects 80%, saving $25M+ in COGS
• •Defined and owned data strategy end-to-end across R&D, manufacturing QC, and post-market surveillance
• •Fast-track promoted three times (Bioengineer → Sr. Bioengineer → Eng. Manager → Staff Platform Engineer)

Nanoscale Bioengineering Lab, Sanford Consortium | San Diego, CA

• •Engineered polymeric nanocapsules (PNCs) to boost nucleic-acid cargo stability and target-cell uptake
• •Ran DOE-driven optimization extending PNC shelf life 3x with 50%+ improved transfection efficiency

UCSD Biosensors Laboratory | San Diego, CA

• •Built Python algorithm fusing ARMA/PID filters with XGBoost for real-time blood-glucose estimates (45% accuracy boost, 25% latency reduction)
• •Delivered simulation platform adopted by lab's device partner for FDA-submission performance targets

The Scripps Research Institute (TSRI) | San Diego, CA

• •Co-authored Nature paper identifying PGRMC2 as first intracellular heme chaperone
• •Drove experimental design across CRISPR mutagenesis, RNA-seq, proteomics and in-vivo phenotyping

Galmozzi A, Kok B.P., Kim A.S., Montenegro-Burke J.R., Lee J.Y., et al. PGRMC2 is an Intracellular Heme Chaperone Critical for Adipocyte Function. Nature 576, 138-142 (2019)