
Can Bilgin developed two core features for the gamedevlabs/pix-e repository, focusing on enhancing virtual production workflows. He built a dashboard UCard to clarify the Movie Script Evaluator’s purpose and LLM-driven evaluation flow, integrating game engine assets for contextual access. In a subsequent release, he delivered an end-to-end LLM-enhanced script evaluator with asset management, establishing project-based workflows and persistent storage for scripts and projects. His work combined Python, Django, and Vue.js, emphasizing both backend and frontend development. The features addressed cross-team collaboration and asset governance, with attention to code quality, maintainability, and scalable architecture, though no bug fixes were required.
December 2025 highlights for gamedevlabs/pix-e: Delivered an end-to-end LLM-enhanced Movie Script Evaluator with asset management, established a project-based workflow, and added persistent storage for scripts and projects. Implemented UI components to upload scripts and manage assets, and improved backend code quality with linting/formatting fixes. The work lays a scalable foundation for script evaluation, asset governance, and cross-team collaboration. WIP: project listings on their pages.
December 2025 highlights for gamedevlabs/pix-e: Delivered an end-to-end LLM-enhanced Movie Script Evaluator with asset management, established a project-based workflow, and added persistent storage for scripts and projects. Implemented UI components to upload scripts and manage assets, and improved backend code quality with linting/formatting fixes. The work lays a scalable foundation for script evaluation, asset governance, and cross-team collaboration. WIP: project listings on their pages.
For 2025-10, delivered a new Dashboard UCard for the Movie Script Evaluator (Virtual Production) tool in pix-e, enabling teams to quickly understand the tool's purpose and its LLM-driven evaluation flow, with assets from the game engine readily accessible. This feature-focused work supports faster decision-making and clearer stakeholder communication for virtual production workflows. The work was implemented in two commits: 8c1abb57a9d8da27c5e1823cd328585271ad24a8 (Add "Movie Script Evaluator for Virtual Production" UCard to the Dashboard) and 51bac5b9f7a45ac83d58d01caf0c8d12cdce79cc (format code). No major bugs were reported/fixed this month; emphasis was on feature delivery and code quality improvements.
For 2025-10, delivered a new Dashboard UCard for the Movie Script Evaluator (Virtual Production) tool in pix-e, enabling teams to quickly understand the tool's purpose and its LLM-driven evaluation flow, with assets from the game engine readily accessible. This feature-focused work supports faster decision-making and clearer stakeholder communication for virtual production workflows. The work was implemented in two commits: 8c1abb57a9d8da27c5e1823cd328585271ad24a8 (Add "Movie Script Evaluator for Virtual Production" UCard to the Dashboard) and 51bac5b9f7a45ac83d58d01caf0c8d12cdce79cc (format code). No major bugs were reported/fixed this month; emphasis was on feature delivery and code quality improvements.

Overview of all repositories you've contributed to across your timeline