Machine Learning Engineer specializing in Generative AI and Large Language Models
I design and implement innovative ML solutions with a focus on LLM fine-tuning, federated learning, and scalable AI architectures. Currently working at DevolvedAI (LA), where I engineer comprehensive workflows for Llama 3.1 models and build evaluation pipelines across multiple domains.
- 🔭 Working on Federated Learning for Privacy-Preserving LLM Fine-tuning
- 🌱 Researching AI Content's Impact on Mental Wellbeing
- 💬 Ask me about LLMs, RAG Systems, LoRA Fine-tuning, Distributed ML
- 📫 Reach me at: akashpaul2030@gmail.com
| Category | Technologies |
| Languages |
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| LLM & AI |
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| Big Data |
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| Databases |
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| DevOps & Cloud |
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LangGraph, OpenAI (GPT-4), Pydantic, scholarly - A Research Paper Analysis Agent that automates literature search, analysis, and insight extraction |
LlamaIndex, OpenAI, FAISS - Generated 10,000+ synthetic Q&A pairs with vector database integration for efficient retrieval and augmentation |
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Ray, PyTorch, Transformers, PEFT, LoRA Implemented privacy-preserving federated learning architecture for Llama 3.1 fine-tuning with distributed evaluation pipelines |
Sentiment Analysis, Content Moderation APIs Researched impact of AI content on user mental wellbeing and developed content filtering systems to detect harmful outputs |
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