Posted on: 03/11/2025
Full Stack AI Platform Lead
Exp : 8 to 15 years
Location : Chennai
Overview :
- Design intuitive UIs that support generative AI interactions, including streaming (SSE) and real-time updates.
- Rapidly prototype and iterate on UI concepts in collaboration with clients and stakeholders.
- Utilize modern styling tools like TailwindCSS to enhance development efficiency.
Backend Development :
- Develop scalable backend services using Python and FastAPI, following Microservices Architecture (MSA)
- Build and maintain RESTful APIs and support MCP (Multi-Channel Processing) server/client implementations.
- Apply Test-Driven Development (TDD) and Clean Architecture principles to ensure code quality and maintainability.
Applied AI Engineering :
- Design backend systems optimized for generative AI, including streaming responses and LLM orchestration.
- Implement and refine prompt engineering strategies (e.g., few-shot, CoT, RAG).
- Integrate guardrails and safety mechanisms to ensure responsible AI behavior.
- Collaborate with AI/ML teams to embed intelligent features into platform components.
DevOps & Cloud Automation :
- Manage containerized deployments using Docker Compose and Kubernetes.
- Automate infrastructure provisioning using Terraform.
- Support CI/CD pipelines and ensure smooth deployment across environments.
- Operate within AWS, Azure, or other public cloud platforms with a strong understanding of cloud-native services.
Soft Skills :
- Strong problem-solving and analytical thinking.
- Excellent communication and collaboration skills.
- Ability to work in a fast-paced, agile environment with cross-functional teams.
- Ability to empathize with customer challenges and engage in conversations.
- Defining technical requirements based on business needs and conveying them to customers.
- Effectively communicating complex technical concepts to both technical and non-technical audiences.
- Correctly understanding the feasible requirements and limitations of AI and educating customers.
- Building close relationships with customers and understanding their requirements.
Requirements :
Required Skills :
- Frontend : React, Next.js/Remix, TailwindCSS, JavaScript/TypeScript, SSE/WebSockets.
- Backend : Python, FastAPI, REST APIs, Microservices, TDD, Clean Architecture.
- AI Engineering : Prompt engineering, streaming AI responses, guardrails, LangChain/OpenAI/Hugging Face.
- DevOps : Docker, Kubernetes, Terraform, CI/CD, AWS/Azure fundamentals.
Preferred Qualifications :
- Experience with vector databases, LLM orchestration frameworks, and real-time AI pipelines.
- Familiarity with GitOps, monitoring tools and security best practices.
- Contributions to open-source projects or a strong personal portfolio.
- Cloud certifications (AWS/Azure) or DevOps certifications are a plus.
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