Keyskills : AI Engineer
Job Location : Bangalore , pune , Mumbai
Key Responsibilities:
- Architect, develop, and optimize AI solutions using open-source models (e.g., Hugging Face, Ollama) and third-party LLM APIs.
- Design and implement advanced techniques such as RAG, GraphRAG, agent systems with orchestration/function calling, and LLM fine-tuning/prompt-tuning.
- Deploy and manage self-hosted open-source models (e.g., via vLLM, TensorRT-LLM) with scalable APIs.
- Integrate AI/ML solutions into production systems using FastAPI, Flask, or similar frameworks.
- Develop automation pipelines for data retrieval, preprocessing, and model evaluation, ensuring alignment with business needs.
- Stay ahead of AI trends (e.g., open-source LLM advancements, cost-efficient scaling) and drive strategic adoption.
- Ensure robust monitoring, testing, and documentation for system reliability and reproducibility.
Job Requirements:
Experience & Qualifications:
- Bachelor’s or master’s degree in Computer Science, AI, or a related field.
- Expertise in Python and backend frameworks like FastAPI or Flask.
- Hands-on experience with RAG architectures, agent systems (function calling/tool use), GraphRAG, or similar LLM-driven workflows.
- Ability to fine-tune LLMs (LoRA, QLoRA) and deploy open-source models (Llama 2, Mistral, etc.).
- Proficiency in LLM APIs (OpenAI, Anthropic, Groq) and vector databases (Pinecone, Qdrant, pgvector).
- Familiarity with NLP/ML frameworks (PyTorch, Transformers, LangChain, LlamaIndex) and cloud platforms (AWS, Azure, GCP).
- Strong experience in building scalable APIs and microservices for AI applications.
Apply Now!
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