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Total experience 7.5+ years Strong hands-on expertise in LLM engineering and Python backend development. Expertise in LLM Application Frameworks, Prompt Engineering with LLMs, Python, FastAP Proven experience building and deploying applications using cutting‑edge LLMs (GPT‑4/5, Claude, Gemini, Mistral, LLaMA, Mixtral, DeepSeek, . Strong experience with RAG pipelines, embeddings, prompt engineering, and multi‑agent systems. Hands-on expertise with LLM frameworks such as LangChain, LlamaIndex, Haystack, DSPy, AutoGen, CrewAI. Deep knowledge of model fine‑tuning techniques such as LoRA, QLoRA, PEFT, adapters. Experience deploying open‑source LLMs using vLLM, TGI, Ollama, LM Studio, Triton, etc. Strong backend engineering experience with FastAPI (expert), Django or Flask, microservices, and distributed systems. Experience implementing REST, GraphQL, an...
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