experience
ai & backend engineer @ ronin labs present
- multimodal content generation system
- - built a modular backend with langgraph and openai apis for orchestrating image, video, and audio generation via agent-based routing.
- - developed sdxl/controlnet pipelines for image outpainting and depth video; integrated musicgen for audio.
- - enabled concurrent gpu task execution and flask-based state management, reducing processing times to under 20s.
- sketchbot
- - created a fastapi backend with sdxl turbo, controlnets, and opencv for line-art generation and dexarm g-code optimization, cutting draw times by 70%.
- - integrated mongodb and s3 for user and asset management; achieved <200ms api response under load.
- - deployed on aws gpu instances, consolidated servers for 30% lower infra costs, and automated disaster recovery for 95% less downtime.
- oneplus 13s quest quiz
- - built scalable node.js/typescript/typeorm apis for 150k+ users with <120ms latency.
- - developed a django admin panel and managed gcp cloud sql for high-availability production ops.