Exhibiting narrowband photoluminescence and tunable surface functionalization, colloidal semiconductor nanostructures are promising candidates for wide-ranging applications from light-emitting technologies to quantum information processing. In recent decades, the syntheses of II-VI and III-V quantum dots, nanorods, and nanoplatelets have been in the spotlight of nanotechnology, whereas the potential of perovskite quantum dots, a zero-dimensional variant, remains to be fully tapped. Boasting fast radiative lifetimes and long optical coherence times, perovskite quantum dots are ideal candidates for coherent single-photon emitters in integrated photonic circuits. Integrated quantum nanophotonics utilize light-matter coupling with embedded light-emitting media to achieve state-of-art engineering processes such as ultralow threshold lasing. However, the scalable integration of single photon emitters in nanophotonic platforms remains a challenge. The subject of this research presents a solution to this problem: giant lead halide perovskite quantum dots for deterministic positioning into optical nanocavities. Owing to the exceptional tunability of their surface chemistry, perovskite quantum dots can be efficiently solution processed with clear pathways for deterministic positioning. Size and compositional modulation of these nanomaterials enable optimization of single-photon behaviors, especially high quantum yields and narrow emission linewidths. This investigation enlists a solution-based colloidal synthesis combined with silica encapsulation techniques to afford giant lead halide perovskite quantum dots with desirable sizes, quantum yields, absorption and emission signatures, and narrow photoluminescence linewidths well-suited for single-photon applications. Experiments are designed to 1) reproducibly synthesize photostable and highly luminescent silica-coated perovskite quantum dots, and 2) deterministically position the quantum dots on silicon nitride nanobeam cavities. All products are analyzed using UV-vis and fluorescence spectroscopies, along with transmission electron microscopy. The outcome of this study also paves the way for understanding the robust single-photon properties of perovskite quantum dots in optical cavities, thereby providing insights into the design of colloidal single-photon emitters in other morphologies.