Senior Backend Developer

5 days ago

kollam, India beBeeBackendEngineer Full time

Backend and AI/ML EngineerThis role combines traditional backend engineering with cutting-edge AI/ML integration.As a member of our team, you will work directly with LangChain, OpenAI APIs, vector databases (Milvus), and build the systems that power natural language understanding and generation across our platform.Main Responsibilities:Design, implement, and optimize RAG pipelines to enhance AI/ML performanceManage embedding generation using HuggingFace Transformers and Sentence Transformers to create high-quality data modelsIntegrate and optimize llm calls for chat completions and embeddings to drive user engagementBuild and maintain LangChain chains and agents for complex workflows to streamline process automationDesign and implement workflows for visual AI pipeline creation to support data-driven decision-makingOptimize vector search and retrieval using vector database to improve query efficiencyImplement semantic search, similarity matching, and relevance ranking to provide accurate resultsExperiment with and evaluate different embedding models and chunking strategies to identify optimal solutionsBuild natural language query understanding for analytics to extract valuable insightsTechnical Skills:Proficiency in Python 3.9+Experience with LangChain, APIs, HuggingFace Transformers, and MilvusKnowledge of Sentence Transformers, Embeddings, Flask or FastAPI, RESTful API design, and MongoDBUnderstanding of vector search, RAG, semantic search, text chunking, embeddings, and DockerBenefits:We offer a dynamic work environment, opportunities for professional growth, and a competitive compensation package.Other Opportunities:Collaborate with a talented team of engineers and researchers to drive innovation and excellence.

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