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AI Architect
EPAM Systems, Inc.
Chennai, IND
Full-time
Senior · 12+ years experience
Onsite
Discovered 3 weeks ago
LangChainLlamaIndexHugging FacePEFTLoRAQLoRA
Free
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Key Skills for This Role
LangChainLlamaIndexHugging FacePEFTLoRAQLoRA
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Responsibilities
- Design and implement scalable architectures for Generative AI solutions using state-of-the-art tools and cloud platforms
- Develop, fine-tune, and productionize Generative AI and traditional AI/ML models, ensuring optimal performance and stability
- Ensure compliance with governance, security, and ethical AI standards in model development and deployment
- Collaborate with cross-functional engineering teams to deliver seamless and robust AI solutions
- Optimize model performance through effective evaluation methods, leveraging tools like RAGAS and DeepEval
- Integrate vector databases such as FAISS and Qdrant into AI pipelines to enhance information retrieval and storage
- Utilize cloud AI platforms, including AWS, GCP, or Azure, to build scalable solutions
- Apply MLOps practices to streamline development and deployment workflows
- Leverage Generative AI tools including LangChain, LlamaIndex, Hugging Face, PEFT, LoRA, QLoRA, and RAG pipelines for advanced solution-building
- Provide expertise on traditional deep learning methods including LSTM, CNN, and VAE
Requirements
- 12+ years of experience in AI/ML with at least 2 years specializing in Generative AI, LLMs, and agentic systems
- Expertise in neural network architectures such as LSTM, CNN, and VAE
- Proficiency in advanced GenAI tools such as LangChain, LlamaIndex, and Hugging Face
- Skills in leveraging PEFT, LoRA, QLoRA, and RAG pipelines
- Familiarity with vector databases including FAISS and Qdrant
- Proficiency in cloud AI platforms such as AWS, Azure, and GCP, with a solid understanding of MLOps practices
- Knowledge of AI evaluation frameworks such as RAGAS and DeepEval
- Strong coding expertise and a proven problem-solving mindset
- Flexibility to work effectively in cross-functional engineering environments
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