Embedded Engineer

4 weeks ago


New Delhi, 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 modalities - Create 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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