Explore Bayesian field-level inference techniques for weak lensing data in this 28-minute conference talk presented by Supranta Boruah at the International Centre for Theoretical Sciences. Gain insights into advanced statistical methods used in cosmological surveys as part of the "Largest Cosmological Surveys and Big Data Science" program. Delve into cutting-edge approaches for analyzing large-scale structure observations and their implications for precision cosmology.