Leverage vector databases (e.g., Faiss, Milvus) for efficient storage and retrieval of high-dimensional embeddings.
Optimize similarity search for recommendation systems, content matching, and clustering.
Proficiency in Python and PyTorch for model development and experimentation.
Familiarity with TensorFlow for deep learning workflows.
Write clean, maintainable, and efficient code.
Design infrastructure for distributed ML training and inference.
Optimize resource allocation (CPU, GPU, memory) for scalability.
Work with containerization (Docker, Kubernetes) and orchestration tools.
Implement GitOps practices for model versioning and deployment.
Define CI/CD pipelines for automated testing, validation, and deployment.
Ensure reproducibility and traceability.
Mentor junior team members and guide them in best practices.
Collaborate with data scientists, engineers, and DevOps teams.
Stay updated with industry trends and emerging technologies.
Location
Bengaluru, Karnataka, India
Pune, Maharashtra, India
About Company
Aparajita Consultancy Services (ACS) today primarily focuses on delivering turnkey IT projects for its customers and handling peak and turf requirements in staffing needs by augmenting resources to its customers as time often trades for money while our customers have projects to deliver within a short notice.
ACS offers proven software development capabilities maximizing the use of the Microsoft and Oracle technologies and Business Solutions. We help clients achieve their goals by understanding