Artificial Intelligence Engineer

4 weeks ago

Gurugram, India Holiday Tribe Full time

Company Description

Holiday Tribe is a seed stage - VC funded travel tech brand based in Gurugram, specializing in leisure travel and creating memorable holiday experiences. The brand sets itself apart by integrating technology for speed, scale, and accuracy in curating holidays, harnessing human capital and talent, and focusing on customer success throughout the booking and travel journey. Holiday Tribe has curated holidays to over 30 destinations worldwide, partnered with tourism boards, and received recognition as the Emerging Holiday Tech Company at the India Travel Awards, 2023.


Job Description:

We are seeking an experienced AI Engineer with expertise in developing intelligent chatbots using Retrieval-Augmented Generation (RAG) techniques and deploying them on various foundation models. The ideal candidate will have hands-on experience in fine-tuning large language models (LLMs), designing cost-effective solutions, and implementing prompt caching mechanisms to optimize performance and minimize resource consumption.

 


Key Responsibilities:

·      Design, develop, and deploy chatbots leveraging RAG for enhanced conversational capabilities.

·      Build chatbot systems that are compatible with various foundation models, such as OpenAI, GPT, LLaMA.

·      Implement prompt caching mechanisms to reduce latency and optimize API call efficiency.

·      Develop cost optimization strategies, including efficient model usage and resource allocation.

·      Create and maintain pipelines for document embedding, indexing, and efficient query retrieval.

·      Integrate knowledge bases, APIs, and external data sources seamlessly into chatbot systems.

·      Monitor and enhance chatbot performance using feedback loops, analytics, and continuous learning.

·      Ensure compliance with data security standards and ethical AI guidelines.

 


Required Qualifications:

·      Bachelor’s or master's degree in computer science.

·      3+ years of experience in AI/ML, with at least 1 year focused on chatbot development.

·      Proven expertise in RAG techniques, including knowledge base creation and retrieval methods.

·      Experience with multiple foundation models, including OpenAI GPT, LLaMA, or Cohere.

·      Hands-on experience in fine-tuning LLMs for specific domains or industries.

·      Strong knowledge of prompt engineering, caching strategies, and API optimization techniques.

·      Proficiency in NLP frameworks such as Hugging Face Transformers, LangChain, or similar.

·      Familiarity with vector databases like Pinecone, Weaviate, or FAISS.

·      Solid programming skills in Python and experience with AI/ML libraries like PyTorch or TensorFlow.

·      Experience deploying AI models on cloud platforms such as AWS, Azure, or Google Cloud.

 


Preferred Skills:

·      Experience with conversational AI frameworks like Rasa or Dialogflow.

·      Strong understanding of cost management in large-scale AI deployments.

·      Proficiency in embedding techniques, such as OpenAI’s embeddings or Sentence-BERT.

·      Knowledge of Fine-tune LLMs for domain-specific applications, optimizing performance for diverse use cases.

.     Experience designing scalable architectures with REST APIs and microservices.

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