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1 Day ago
CollegeDekho - Artificial Intelligence/Machine Learning Engineer - LLM Models
Hyderabad, Telangana, India
Information Technology
Full-Time
CollegeDekho
Overview
Responsibilities
(ref:hirist.tech)
- Design, develop, and deploy LLM-based applications for AI-driven CRM solutions on Salesforce.
- Implement Retrieval-Augmented Generation (RAG) architectures to optimize the contextual accuracy of LLMs.
- Leverage Vector Databases (e.g., Pinecone, FAISS, etc; ) to manage and retrieve high-dimensional data for AI applications.
- Integrate external knowledge sources into AI models, enhancing their ability to deliver contextual and business-relevant insights.
- Collaborate closely with cross-functional teams (including DevOps, data, and engineering) to ensure AI solutions align with business objectives and scale effectively.
- Stay up-to-date with advancements in AI, including LLMs, RAG architectures, and innovations in database and cloud :
- Bachelors or Masters degree in Computer Science, Data Science, AI/ML, or a related field.
- Proven experience working with LLMs (e.g., GPT, BERT) and implementing them in production-level applications.
- Expertise in RAG architecture for improving model relevance and performance in AI-driven systems.
- Strong experience with Vector Databases to handle large-scale, high-dimensional data.
- Proficiency in Python and ML frameworks (e.g., TensorFlow, PyTorch, Hugging Face).
- Familiarity with deploying AI/ML models on cloud platforms with a focus on scalability.
- Excellent problem-solving skills and ability to work collaboratively in a dynamic, fast-paced Skills :
- Experience integrating AI models with CRM systems
- Experience with MLOps for scaling and automating ML model deployment and management.
- Familiarity with graph databases and semantic search technologies.
- Understanding of AI-driven product development lifecycle, from data collection and model
(ref:hirist.tech)
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