Kan Liu

Background

About Kan Liu

8+ years of Data Science and AI leadership in healthcare industry and cloud-based product delivery. 12+ years of Software Engineering in Genomics and Bioinformatics technology R&D, algorithm product development. 12+ years of rigorous scientific training in methodology innovation and technology translation to accelerate data-driven scientific discovery. Detail-oriented technical liaison with strong knowledge and rigorous scientific training between engineering teams and healthcare practitioners. Data-driven analytical thinker able to leverage knowledge and skills gained from deep experience in HCLS fields. Domain Expertises- Cloud computing services for healthcare AI algorithm design and workflow optimization - Regulated cloud-based medical AI software products, FDA regulatory compliant SaMD and Medical Device Data Systems- AI/ML Algorithms for large scale healthcare data including Singal Analysis, Medical Imaging - Experienced Bioinformatics Scientist and Leader in NGS, Molecular Biology, Single Cell Sequencing, Long-read Sequencing AI/ML/Data: Gen AI, LLM, Foundation Models, Transformers, CNN, VAE | Predictive Modeling | Medicinal AI | Machine Learning | Algorithm Development | Data Science | Artificial Intelligence | Python/Perl/R Software Engineering | Data Mining | Data Architecture | Data Engineering | Data Analysis and visualization | Machine Learning and Statistical Modeling | MLOps HCLS: Cell Biology | Genomics | GWAS | Population Genetics | Microscopy | Drug Discovery | Bioinformatics | Microbiology | Biotechnology | Illumina, Roche, SOLiD, PacBio, Nanopore and 10X Genomics Sequencing | High-throughput Sequencing | Single cell sequencing | Multi-omics Healthcare Data Analysis (Signal, Image and EHR, etc)| Good Clinical Practice | ICD10, CPT Codes, FHIRv7 IT & Cloud: AWS | Google Cloud Computing | SQL, MySQL, NoSQL, CouchDB | Java, MATLAB | Scripting/Coding | DevOps (Docker, GitHub)| API integration | Database Configuration Management, Operations, Governance | Project Planning, Design, Build and Deployment | Service delivery. Professional Services: Technical Writing and Presentations | Manuscript and Grant Preparation | Scientific Research Scoping and Project Management | Leadership | Mentorship | Team Building | Strategy and Vision Building | Resource Allocation | Cross-Organization Collaboration