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Achievement: Pull SharkAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull SharkAchievement: Arctic Code Vault Contributor

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RahulNenavath/README.md

👋 Hi, I'm Rahul!

A Data Scientist and Machine Learning Engineer with over three years of experience harnessing data for transformative insights and solutions.

💁 About Me

  • Professional Expertise: I specialize in Generative AI, Natural Language Processing (NLP), and Search Engines. My work spans from building intelligent models to designing scalable data architectures and pipelines. I am passionate about driving efficiency and effectiveness in real-world applications.

  • Industry Experience: My professional journey includes:

    • Implementing generative AI solutions, such as call center chatbots powered by LLMs that drive cost savings and improve service quality.
    • Enhancing search engine functionality with vector-based databases and fine-tuned LLM models, improving accuracy and user experience.
    • Developing robust data engineering pipelines and analytics dashboards for user engagement and monitoring.

  • Research and Publications: I've co-authored a research paper in the field of biomedical imaging, contributing to advancements in brain tumor segmentation using deep learning techniques. My academic pursuits continue to complement my practical projects.

💻 Tech Stack

Python R Pandas NumPy SciPy scikit-learn Keras TensorFlow PyTorch Postgres Redis FastAPI Flask AWS Google Cloud Jupyter Notebook Visual Studio Code mlflow Apache Airflow GitHub


🌐 Connect with Me

Rahul's Github Profile Views

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  1. Keyword-Generation-by-FineTuning-BART Keyword-Generation-by-FineTuning-BART Public

    Fine-tuned BART Model on open source keywords datasets like KPTimes, KPCrowd, Inspec etc, to generate keywords phrases for a given document. Achieved a Rouge 1 score of 33%.

    Jupyter Notebook 1

  2. Guess-The-Hero Guess-The-Hero Public

    Given a superhero description, find the superhero associate with that description - A Semantic Search Project

    Jupyter Notebook

  3. ML-Algorithms-from-Scratch ML-Algorithms-from-Scratch Public

    Repo with ML algorithms written from scratch using python & numpy

    Python

  4. Intent-Classification Intent-Classification Public

    Trained LSTM & Transformers Models for Banking 77 Intent Classification task

    Jupyter Notebook

  5. SpamClassifier SpamClassifier Public

    A classification module which inspects the given text and determines whether it a spam or not-spam text

    Jupyter Notebook

  6. Regression-Analysis Regression-Analysis Public

    Built a custom OLS regression model with Numpy and Scipy, incorporating hypothesis testing, significance analysis, and interpretability through t-tests and F-statistics.

    Jupyter Notebook