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akkky02/README.md

Hi 👋, I'm Akshat Patil

| Data Scientist 🚀 | Specializing in NLP and Large Language Models (LLM) |

Passionate Data Scientist with a strong focus on Natural Language Processing (NLP) and fine-tuning Large Language Models (LLM). Over 4 years of experience.

Expertise: NLP | Large Language Models (LLM) | ML Modeling | Data Warehousing | ETL Pipelines | OCR-powered Data Extraction 🚀

What Drives Me: Passionate about advancing data-driven strategies, particularly in the realm of NLP. I thrive on transforming raw data into impactful insights. Let's connect and explore the boundless possibilities at the intersection of data, AI, and innovation. 🎓

Education: Master's in Business Analytics (Data Science) from The University of Texas at Dallas. 🛠️

Tech Stack: Python | SQL | Sklearn | Pytorch | Huggingface | NLP Libraries (e.g., spaCy, NLTK) | Power BI | AWS | Hadoop | Spark | Github

Ready to discuss how NLP and Large Language Models can drive your business forward. Let's connect! 🚀 #NLP #DataScience #MachineLearning #Innovation

akkky02

Connect with me:

akkky02 https://linkedin.com/in/akshat-patil

Languages and Tools:

docker hadoop hive kafka mongodb mssql pandas python pytorch scikit_learn seaborn

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  1. LLM_Instruction_Tuning LLM_Instruction_Tuning Public

    Fine-tuning experiments for the Llama2 7B large language model using LoRA (Low-Rank Adaptation) and QLoRA (Quantized LoRA) techniques across various NLP tasks. Explore different configurations, qua…

    Jupyter Notebook

  2. Nomic_RAG_Langchain Nomic_RAG_Langchain Public

    Elevate your Retrieval-Augmented Generation (RAG) app by seamlessly integrating Nomic embeddings on Ollama Mistral through the powerful open-source trio of Langchain, Langsmith, and Langserve.

    Jupyter Notebook

  3. Question_Answering_huggingface Question_Answering_huggingface Public

    Extractive Question Answering (QA) using Huggingface transformers model

    Jupyter Notebook

  4. Zero_Shot_Classification Zero_Shot_Classification Public

    Zero Shot Classification using Huggingface Pipeline

    Jupyter Notebook

  5. Token_Classification_NER Token_Classification_NER Public

    Token Classification NER using various models from huggingface

    Jupyter Notebook

  6. Sequence_Classification Sequence_Classification Public

    Jupyter Notebook 2