Solenya
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About
Solenya is an AI platform dedicated to revolutionizing e-commerce discovery and recommendations through zero-shot learning and multimodal integration. The platform unifies various aspects of e-commerce data, including text, images, and traditional recommendations, to create truly novel and effective shopping experiences. Solenya addresses critical industry challenges such as the cold start problem for new products, optimizes dynamic product sorting to prevent stock-outs and drive sales, and leverages advanced AI techniques like token architecture for flexible product design. The team focuses on cutting-edge research in AI algorithms, training optimization, GPU utilization, and experiment tracking, ensuring robust and scalable AI systems. Solenya aims to provide a unified kitchen for e-commerce, blending flavors of data to serve up innovative solutions.
Platform
Features
• experiment tracking
• zero-shot discovery
• vector database technology
• ai model training optimization
• dynamic product sorting
• cold start problem resolution
• multimodal e-commerce integration
Job Opportunities
DevOps Engineer
Solenya is an AI platform that delivers zero-shot discovery and recommendations for e-commerce, unifying diverse data for novel shopping experiences.
Experience Requirements:
3+ years of experience in DevOps
Other Requirements:
Deep understanding of containerization technologies like Docker and Kubernetes
Proficiency in infrastructure automation with tools like Terraform
Experience with cloud platforms
Strong scripting skills in Python and Bash
Familiarity with ML/AI deployment practices
Responsibilities:
Architecting and maintaining scalable, containerized environments for AI model deployment
Implementing and managing CI/CD pipelines for seamless integration and delivery
Automating infrastructure provisioning and configuration with IaC tools
Screwing on the lids to keep everything fresh and secure
Optimizing system performance and crafting robust monitoring and logging solutions
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Machine Learning Engineer
Solenya is an AI platform that delivers zero-shot discovery and recommendations for e-commerce, unifying diverse data for novel shopping experiences.
Education Requirements:
postgraduate research in Machine Learning or related fields
Experience Requirements:
3+ years of work experience with postgraduate research in Machine Learning or related fields
Comprehensive knowledge of modern deep learning architectures, parameter efficient fine-tuning, self-supervised pre-training and upcycling techniques
Deep understanding of hardware, instruction sets and distributed systems architectures
Experience with ONNX, TorchScript, quantization, and sparsification
Proficiency in cloud infrastructure management using Terraform and Kubernetes
Responsibilities:
Optimize model deployment, scaling, and runtime performance
Implement MLOps best practices including experiment tracking, artifact versioning and end-to-end model validation
Work with distributed training tools, CUDA-level optimization, and understand optimizations in inference-time featurization
Apply techniques such as micro-batching, caching, and KV-caching for transformers
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Front-end Engineer
Solenya is an AI platform that delivers zero-shot discovery and recommendations for e-commerce, unifying diverse data for novel shopping experiences.
Experience Requirements:
Proven experience as a Front-end Developer
Strong understanding of HTML, CSS, JavaScript, and modern frameworks/libraries
Experience with responsive and adaptive design
Familiarity with SEO best practices and structured data implementation
Knowledge of performance optimization techniques and tools
Responsibilities:
Develop and maintain user-facing features with a focus on performance and responsiveness
Collaborate with designers to translate mockups into interactive experiences
Ensure the technical feasibility of UI/UX designs
Optimize applications for maximum speed and scalability
Implement best practices in SEO and accessibility
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