Remote C# Engineer

21 hours ago


Bangalore, India Bhavitha Tech, CMMi Level 3 Company Full time

Role Overview : We're looking for an AI Engineer for one of our Tier-1 IT clients with hands-on experience in building, fine-tuning, and optimizing LLM-based applications. The ideal candidate will have solid expertise in RAG (Retrieval-Augmented Generation) architectures, parameter-efficient fine-tuning (e.g., LoRA), and model quantization techniques for deployment efficiency.   Key Responsibilities: ● Design, implement, and optimize end-to-end LLM-based solutions for real-world applications. ● Develop and maintain RAG pipelines integrating vector databases, embeddings, and retrieval techniques. ● Fine-tune pre-trained language models using LoRA or similar methods. ● Apply quantization and optimization strategies to deploy models efficiently on constrained environments. ● Collaborate with data scientists, software engineers, and product teams to integrate AI features into production systems. ● Monitor, evaluate, and continuously improve model performance and reliability.   Required Skills: ● 3–5 years of experience in AI/ML development or applied NLP. ● Proficient in Python and frameworks such as PyTorch or TensorFlow. ● Strong understanding of LLM architectures (e.g., GPT, Llama, Falcon, Mistral). ● Experience with RAG frameworks (LangChain, LlamaIndex, or custom retrieval setups). ● Hands-on knowledge of LoRA, PEFT, and model quantization (GPTQ, AWQ, or similar). ● Familiarity with vector databases like FAISS, Pinecone, or ChromaDB. ● Good understanding of prompt engineering and evaluation techniques. ● Cloud deployment experience (AWS, Azure, or GCP) is an advantage.   Preferred Skills : ● Exposure to open‑source models and fine-tuning pipelines. ● Experience integrating AI models into web or enterprise products. ● Knowledge of containerization and MLOps (Docker, Kubernetes, MLflow).


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