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RahulNenavath/README.md

๐Ÿ‘‹ Hi, I'm Rahul!

A Data Scientist and Machine Learning Engineer with over three (3) years of experience leveraging data to deliver impactful insights and innovative solutions, backed by dual Masterโ€™s degrees in Data Analytics and Computer Engineering.

๐Ÿ’ About Me

  • Professional Expertise: I specialize in Generative AI, Natural Language Processing (NLP), and Data Science. 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:

    • Designing AI solutions like Generative AI based auto-complete, and vector based semantic search engines that improve user experience.
    • Deploying scalable AI solutions by quantizing deep learning models for fast inference on cloud service poviders like AWS & GCP.
    • Building data engineering pipelines to capture user activity and design analytics dashboards for user activity 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.

๐Ÿ’ป 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



๐ŸŒ 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-Semantic-Search Guess-The-Hero-Semantic-Search 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. Olist-Ecommerce-TimeSeries-Forecasting Olist-Ecommerce-TimeSeries-Forecasting Public

    Sales and demand forecasting for Olist E-Commerce using ARIMA, SARIMA, SARIMAX, and XGBoost. Includes lag/rolling features and evaluation with RMSE, MAE, and MSE for accurate demand planning and inโ€ฆ

    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