Understand client business use cases and technical requirements; translate them into scalable AI architecture designs.
Evaluate and propose suitable generative AI solutions using state-of-the-art models such as GPT, BERT, LLaMA, and others.
Architect and develop enterprise-grade Generative AI systems using Azure AI and other cloud services (AWS, GCP, etc. ).
Implement prompt engineering and Retrieval-Augmented Generation (RAG) techniques to enhance LLM performance.
Design, develop, and fine-tune LLMs using frameworks such as Hugging Face Transformers, LangChain, or similar.
Integrate AI solutions into enterprise platforms and APIs with a strong focus on security, scalability, and maintainability.
Drive POCs to validate architecture decisions and new technologies.
Collaborate with cross-functional teams to ensure high-quality delivery and alignment with non-functional requirements (NFRs).
Apply CI / CD and MLOps best practices to streamline AI model deployment and monitoring.
Lead architectural reviews, design documentations, and enforce design standards across AI projects.
Troubleshoot and resolve technical issues through thorough root cause analysis.
Stay up to date with advancements in Generative AI, LLMs, and cloud technologies.
Requirements :
7+ years of total experience in software development with strong exposure to AI / ML systems.
Proven expertise in Generative AI and Transformer-based models (e. g., GPT, BERT, LLaMA).
Strong hands-on experience with Azure AI services and other cloud platforms (AWS, GCP).
Proficient in Python and major ML libraries / frameworks like PyTorch, TensorFlow.
Experience in prompt engineering, RAG pipelines, and multi-agent AI systems.
Deep understanding of LLM fine-tuning, deployment, and serving pipelines.
Hands-on experience with tools like Hugging Face Transformers, LangChain, and knowledge of NLP and Knowledge Engineering.
Solid grasp of MLOps, CI / CD for AI, and integrating models into production environments.
Strong architectural thinking with an ability to define and enforce best practices related to scalability, extensibility, security, and performance.
Excellent problem-solving skills and ability to articulate technical concepts clearly.
(ref : hirist.tech)
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Generative Ai Developer • Delhi, IN
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