DigiHelic Solutions - Python Developer - AI/ML

Job Title : Python Developer (AI-Based Applications) Location : Mumbai, Summary : We are looking for a highly skilled Python Developer with a minimum of 5 years of development experience and hands-on expertise in building AI-based applications. The ideal candidate should possess strong proficiency in AI application development, Retrieval-Augmented Generation (RAG) workflows, and embedding models. Previous experience working with Large Language Models (LLMs), such as Llama or Granite, is essential, as well as a solid understanding of pre- and post-processing techniques for RAG workflows. This is a 100% onsite position, requiring close collaboration with key application developers and architects to ensure seamless integration and deployment of AI-powered applications within enterprise Responsibilities : - Develop AI-powered applications utilizing LlamaIndex or LangChain. - Implement RAG (Retrieval-Augmented Generation) workflows, including pre- and post-processing techniques to optimize performance. - Work with embedding models to enhance document retrieval and ranking. - Build and optimize APIs using FAST API for high-performance interactions. - Develop and optimize prompt engineering techniques for both text and images to improve LLM outputs. - Deploy and manage containerized applications using Docker, OpenShift, or Kubernetes. - Work with vector databases on Azure for AI-driven search and retrieval solutions. - Integrate and manage OIDC-based authentication for secure application access. - Optimize application performance, scalability, and security in cloud environments. - Utilize Kafka and event-driven programming for real-time data processing and handling. - Collaborate with key application developers and architects to align AI development with enterprise system : - Minimum 5 years of development experience in Python and software engineering. - Hands-on experience in building AI-based applications using modern frameworks. - Prior experience with LLMs such as Llama or Granite. - Strong experience with LlamaIndex or LangChain to implement AI-driven workflows. - Deep understanding of RAG workflows, including pre- and post-processing techniques. - Expertise in embedding models for document retrieval and ranking. - Strong experience in prompt engineering for both text and images. - Proficiency in using FAST API for building high-performance APIs. - Knowledge of Docker, OpenShift, or Kubernetes for container orchestration and deployment. - Familiarity with vector databases on Azure, including tools like Azure Cosmos DB, FAISS, or Chroma. - Experience with OIDC authentication frameworks and security best practices for application access control. - Understanding of Kafka and event-driven programming for real-time data processing. - Working knowledge of NoSQL databases and MS SQL. - Basic understanding of Kotlin and React to collaborate effectively with frontend and mobile teams. - Strong problem-solving skills and the ability to work in a collaborative, onsite to Have (Red Hat-Based Products & AI Model Serving) : - Experience with Red Hat OpenShift Service Mesh. - Familiarity with Red Hat Quay for container registry management. - Experience with model serving using OpenShift AI and vLLM. - Knowledge of pipeline automation using KubeFlow Pipelines and Elyra. (ref:hirist.tech)

Location: in, IN

Posted Date: 5/1/2025