Generative AI Developer

4 weeks ago

Pune, India Quantum Integrators Group, LLC Full time

Role : Gen AI Developer. Job Type : Fulltime with Quantum Integrators. Location : Pune/Nagpur, MH. Shift Timing : UK Time. Notice period : Immediate joiner. RELEVANT EXPERINCE REQUIRED : 5+ Years. Roles & Responsibilities : - Maintain and enhance the existing RAG-based Gen AI solution for entity-based query and response. - Implement and optimize data ingestion, summarization, embedding, and retrieval workflows in Databricks. - Develop and fine-tune RAG pipelines integrating OpenAI GPT API with embedding models (Ada). - Configure, maintain, and optimize the Qdrant Vector Database for efficient entity search. - Manage integration between UI layer (Streamlit chatbot), backend APIs, and Azure Data Lake. - Create, monitor, and optimize Databricks jobs for data preparation and quality checks. - Ensure smooth CI/CD deployment of models and applications using Bitbucket/Jenkins. - Collaborate with Data Ops and Business teams for continuous data quality improvements. - Troubleshoot and resolve production issues quickly, ensuring minimal downtime. - Document processes and provide technical knowledge transfer to other team members. Required Technical Skills : - Programming : Strong Python expertise.Gen AI & RAG :- Hands-on experience building Retrieval-Augmented Generation pipelines. - OpenAI GPT API & Embedding models (Ada or similar). - Prompt engineering and optimization techniques.Data Engineering : Databricks, Azure Data Lake, PySpark, Pandas, NumPy. Vector Databases : Qdrant. Web/UI Development : Streamlit or equivalent Python-based UI frameworks. Deployment & CI/CD : Docker, Bitbucket, Jenkins. API Development & Integration : REST API design and integration. Cloud & MLOps : - Azure environment, model lifecycle management, performance tuning. - Experience with multimodal RAG (text + image retrieval). - Familiarity with model explainability tools. - Knowledge of image processing libraries (OpenCV, PIL) if future scope includes images. (ref:hirist.tech)

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