Miles Moosavi
CS + Machine Learning @ UMD | Prev QML Researcher @ FIRE
- Role
- Applied Llm Researcher at Ai Ml At Umd
- Location
- College Park, MD, US
- LinkedIn followers
- 500 followers
Experience
Applied Llm Researcher
Sep 2024 — Present
Fine-tuned large language models (LLaMA 3.2 3B) using Unsloth with memory-efficient 4-bit quantization and LoRA adapters, optimizing training on limited GPU resources; prepared and formatted custom conversational datasets for supervised fine-tuning with TRL’s SFTTrainer and masked loss techniques.• Developed and deployed Retrieval-Augmented Generation (RAG) pipelines integrating vector similarity search with Pinecone, semantic embeddings via SentenceTransformers, and response generation through Google Gemini API to enhance document-based Q&A systems.• Automated end-to-end workflows from data ingestion, embedding, model training, to inference and deployment, leveraging PyTorch, Hugging Face transformers, datasets, and GPU-accelerated environments to deliver scalable AI solutions.
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