21 Aug
|
TekPioneers - A TekGence
|
India
21 Aug
TekPioneers - A TekGence
India
Senior Python Backend Developer with deep expertise in Large Language Models (LLMs), retrieval-augmented generation (RAG), and model fine-tuning. In this role, you will bridge the gap between robust backend engineering and cutting-edge AI. You will architect scalable Python pipelines, optimize LLM performance for domain-specific tasks, and deploy production-ready AI applications. Key ResponsibilitiesBackend Engineering: Design, build, and maintain scalable, high-performance APIs (FastAPI/Flask) and asynchronous microservices in Python.LLM Customization & Fine-Tuning: Fine-tune open-source models (e.g., Llama, Mistral) using PEFT techniques (LoRA, QLoRA) for specialized domains. Data & Pipeline Engineering: Build robust data preprocessing pipelines for tokenization, data cleaning, and agile embedding generation.RAG & Vector Databases:
Implement advanced RAG pipelines utilizing vector databases (e.g., Pinecone, Milvus, Chroma) and optimize complex chunking and retrieval strategies. Evaluation & MLOps: Establish rigorous evaluation frameworks for LLM outputs using metrics like ROUGE, BLEU, and LLM-as-a-judge, and manage deployment lifecycles. Required Technical SkillsCore Python: Production-level Python experience (asyncio, design patterns, testing frameworks).AI/Data Science: Deep familiarity with PyTorch, Hugging Face ecosystem (transformers, peft, accelerate), and Data Science libraries (Num Py, Pandas, Scikit-learn). Orchestration Frameworks: Hands-on experience with Lang Chain, Llama Index, or CrewAI.
📌 Lead GenAI with LLM-Model tuning (India)
🏢 TekPioneers - A TekGence
📍 India