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KrishBakshi/README.md

💫 About Me:

👋 Hi, I'm Krish Bakshi
📍Data Scientist | Deep Learning Enthusiast | Generative AI Innovator

🔭 What I Do:

  • Design and deploy data pipelines with tools like Azure Databricks, PySpark, and BigQuery.
  • Build predictive models (XGBoost, ARIMA, SARIMA) and Generative AI applications using Hugging Face Transformers and Diffusers.
  • Develop user-friendly interfaces using Gradio and Flask.

🎨 Projects I’m Proud Of:

  • 🌟 Sales Forecasting: Achieved 90% accuracy and 10% MAPE using XGBoost & PySpark, with CUDA-optimized training in 7 seconds.
  • 🏠 Rent Prediction App: An ANN-powered Flask app predicting rent prices with 85% accuracy.
  • ❤️ Cardiovascular Risk Prediction: Achieved 88% accuracy and 92% precision with ML-based predictions.
  • Hugging Face Diffusers Models: Worked on fine-tuning Stable Diffusion for custom image generation tasks.

🌱 Skills & Technologies:

Languages: Python, SQL, C/C++
Libraries/Frameworks: TensorFlow, PyTorch, Hugging Face, Scikit-Learn, PySpark
Tools: Databricks, MLflow, Git, Stable Diffusion, Generative AI
📚 Currently completing a Bachelor’s in Computer Engineering at Savitribai Phule Pune University.

🌐 Socials:

LinkedIn

💻 Tech Stack:

C C++ HTML5 Python Google Cloud Anaconda Apache Spark Apache Hadoop nVIDIA OpenCV Streamlit MySQL Postgres Keras Matplotlib mlflow NumPy Pandas PyTorch scikit-learn TensorFlow Hugging Face Git GitHub Docker Notion

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  1. AutoMailAI AutoMailAI Public

    Automate drafting cold emails

    Python

  2. ImaginAIry ImaginAIry Public

    ImaginAIry: Developed an AI-based image generator using the Stable Diffusion pipeline and the fine-tuned model cagliostrolab's animagine-xl. Implemented a Gradio interface for seamless text-to-imag…

    Jupyter Notebook

  3. KisanAI KisanAI Public

    Jupyter Notebook

  4. sktime sktime Public

    Forked from sktime/sktime

    A unified framework for machine learning with time series

    Python