Python Gen AI Developer
3 days ago
Job Title: Python Developer GenAI & Cloud Technologies
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Job Summary:
We are looking for a skilled Python Developer with hands-on experience in building and deploying GenAI/LLM-based solutions. The ideal candidate will have strong expertise in AWS services, modern AI frameworks, and orchestration tools to develop scalable, production-grade AI applications.
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Key Responsibilities:
- Design, develop, and deploy Python-based applications with a focus on GenAI and LLMs.
- Build and optimize RAG (Retrieval-Augmented Generation) pipelines.
- Integrate and fine-tune LLMs using frameworks like Hugging Face Transformers, LangChain, and LoRA.
- Work with AWS services such as Bedrock, SageMaker, Lambda, ECS/EKS, and CloudWatch.
- Develop and manage workflows using tools like n8n, crewai, and autogen.
- Implement containerized solutions using Docker and orchestrate them on ECS/EKS.
- Monitor and log model performance using tools like wandb.
- Collaborate with cross-functional teams to understand requirements and deliver robust solutions.
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Required Skills:
- Strong proficiency in Python and related libraries.
- Experience with GenAI/LLMs and frameworks like LangChain, Transformers, LoRA, crewai, and autogen.
- Hands-on experience with AWS services: Bedrock, SageMaker, Lambda, ECS/EKS, CloudWatch.
- Familiarity with boto3 for AWS SDK integration.
- Experience building RAG pipelines and working with vector databases.
- Workflow automation using n8n or similar tools.
- Containerization using Docker and orchestration with ECS/EKS.
- Model tracking and experiment logging using wandb.
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Preferred Qualifications:
- Experience with prompt engineering and fine-tuning LLMs.
- Familiarity with CI/CD pipelines and DevOps practices.
- Knowledge of data privacy and security best practices in AI applications.
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