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BMC Python Developer India, Maharashtra 315177566
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Description and Requirements
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• Developing and integrating AI/ML models with a focus on Generative AI (GenAI), Retrieval-Augmented Generation (RAG), and Vector Databases to enhance intelligent decision-making.
• Building scalable AI pipelines for real-time and batch inference, optimizing model performance, and deploying AI-driven applications.
• Implementing RAG-based architectures using LLMs (Large Language Models) for intelligent search, chatbot development, and knowledge management.
• Utilizing vector databases (e.g., FAISS, ChromaDB, Weaviate, Pinecone) to enable efficient similarity search and AI-driven recommendations.
• Developing modern web applications using Angular to create interactive and AI-powered user interfaces.
To ensure you’re set up for success, you will bring the following skillset & experience:
- 7+ years of experience in designing and implementing AI/ML-driven applications
- Strong proficiency in Python and AI/ML frameworks like TensorFlow, PyTorch, Hugging Face Transformers, LangChain.
- Experience with Vector Databases (FAISS, ChromaDB, Weaviate, Pinecone) for semantic search and embeddings.
- Hands-on expertise in LLMs (GPT, LLaMA, Mistral, Claude, etc.) and fine-tuning/customizing models.
- Proficiency in Retrieval-Augmented Generation (RAG) and prompt engineering for AI-driven applications.
- Experience with Angular for developing interactive web applications.
- Experience with RESTful APIs, FastAPI, Flask, or Django for AI model serving.
- Working knowledge of SQL and NoSQL databases for AI/ML applications.
- Hands-on experience with Git/GitHub, Docker, and Kubernetes for AI/ML model deployment.
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