Focus on engineering industrial microbes to convert lignocellulosic carbon into lipid‑derived bioproducts. Uses multi‑omics, proteomics, genome‑scale models and high‑throughput assays to map regulation, improve pentose utilization, and accelerate strain design; includes patented methods.