Chun-Jen Peng Email & Phone Number

Taipei City, Taiwan

- Strategic Vision and LeadershipAs Head of Data Science in APAC, led the design and delivery of multi-million-worth projects across sectors, driving business value with innovative data science solutions.- Technical ExpertiseDeveloped advanced ML/LLM solutions, including GenAI for construction, on-premises LLMs, and healthcare MLOps.- Cross-functional CollaborationDirected cross-functional teams to deliver AI/ML solutions for major players in manufacturing… Show more - Strategic Vision and LeadershipAs Head of Data Science in APAC, led the design and delivery of multi-million-worth projects across sectors, driving business value with innovative data science solutions.- Technical ExpertiseDeveloped advanced ML/LLM solutions, including GenAI for construction, on-premises LLMs, and healthcare MLOps.- Cross-functional CollaborationDirected cross-functional teams to deliver AI/ML solutions for major players in manufacturing, healthcare, FinTech, and renewable energy.- Team Building and MentorshipBuilt APAC Data Science team from scratch, managing 20 MVPs/POCs using MLOps tools and Agile methodologies. Show less

- Edge DL/CV SolutionReduced YOLOv7-tiny model size by 73%, achieving 92% mAP for object detection and 97% accuracy for trajectory classification.- Battery Cycle Life Prediction SolutionImproved a Cycle Life Prediction system for Lithium-Ion Batteries with 98.4% accuracy, improving R&D throughput by 700%.- Renewable Nowcasting SolutionDeveloped an irradiance and precipitation nowcasting system with 500 meters of spatial resolution and 10 minutes of temporal… Show more - Edge DL/CV SolutionReduced YOLOv7-tiny model size by 73%, achieving 92% mAP for object detection and 97% accuracy for trajectory classification.- Battery Cycle Life Prediction SolutionImproved a Cycle Life Prediction system for Lithium-Ion Batteries with 98.4% accuracy, improving R&D throughput by 700%.- Renewable Nowcasting SolutionDeveloped an irradiance and precipitation nowcasting system with 500 meters of spatial resolution and 10 minutes of temporal resolution, surpassing Taiwan CWB predictions.- Electronic Manufactuering SolutionDesigned Root Cause Analysis system for SMT, reducing appraisal costs by 83% and internal failure costs by 40%. Show less

- AI Transformation LeadershipLed AI transformation sales for logistics, inventory, and retail industries in APAC.- MLOps Product OwnerDirected AutoML internal product roadmap to improve project delivery and technical assets management.- Regional ManagementLed team OKR setup, recruitment strategy, academic liaison, and public branding as a regional leader.

Taipei

- R&D Center EstablishmentBuilt the Taipei office from 1 to 15 members in 18 months.- Research and InnovationPublished 1 paper and 1 patent for OCR model based on CRNN and Chinese decomposition.- Technical LeadershipLed a team of 6 members to deliver a case mark recognition POC, reaching 98.3% Top-3 accuracy with 50% cost with Scrum, and securing a $1M production deal.

Taipei, Taiwan

- National Service and LeadershipAchieved the highest score on the Reserved Officer Qualification Exam; honorably discharged from ROCA after serving as Chief Counselor.

Taipei, Taiwan

- Anomaly Network Traffic Detection SystemDesigned system detecting 400% more anomaly logins; developed ETL pipeline with Elasticsearch, Kibana, serving Autoencoder, Random Forest models.

Taipei City, Taiwan

- University Program Co-founded and InstructorCo-founded Computer Programming Training Program and designed 40 hours of C++ courses with 10 mini projects for 100+ participants.

Master Of Science - Ms, Electrical Engineering (Computer Science Group)

Visiting Student, Science And Executive Engineering

Bachelor Of Science - Bs, Electrical Engineering