Technical Expertise :

- 4+ years' experience in AI/ML systems, including 2+ years with Generative AI and agentic workflows.

- Proficiency in Python and deep learning frameworks (PyTorch, TensorFlow).

- Hands-on experience with LLM fine-tuning, prompt engineering, RAG pipelines, and multi-agent orchestration.

- Experience with AI frameworks/tools such as LangChain, LlamaIndex, Hugging Face, OpenAI, Anthropic, AutoGen, or similar.

- Familiarity with cloud platforms & AI services (AWS, Azure, GCP) and MLOps/LLMOps practices.

- Strong knowledge of APIs, microservices, scalable distributed systems, and data ecosystem components (vector databases, data lakes).

Soft Skills :

- Excellent problem-solving, analytical, and research capabilities.

- Strong communication skills with ability to articulate technical concepts to both technical & business stakeholders.

- Leadership and mentoring experience.

Preferred Qualifications :

- Experience with multi-modal AI systems (text, image, audio) or knowledge graphs & reasoning engines.

- Prior work in cross-industry digital transformation initiatives.

- Contributions to open-source communities, publications, or AI research initiatives.