Embedded Engineer

2 weeks ago


bangalore, India Synstack Technologies Full time

Role: Multimodal Embedding EngineerJob Type; Full timeLocation: Bangalore, Remote for good candidatesCore Technical Work: Design and implement multi-modal embedding models that create unified vector representations across text, images, video, audio, and other modalities.Build and optimize contrastive learning frameworks (e.g., CLIP-style architectures) for cross-modal alignment.Develop embedding spaces that preserve semantic relationships within and across modalitiesCreate efficient indexing and retrieval systems for multi-modal data at scale.Fine-tune and adapt foundation models for domain-specific multi-modal applications.Data & Infrastructure: Build data pipelines for processing and aligning multi-modal datasets.Implement quality control mechanisms for multi-modal training data.Design evaluation frameworks to measure embedding quality across modalities.Optimize inference performance for real-time multi-modal search and retrieval.Research & Innovation: Stay current with latest research in multi-modal learning, vision-language models, and embedding techniques.Experiment with novel architectures for improved cross-modal understanding.Benchmark different approaches and conduct ablation studies.


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