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automated-pipeline

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This project promulgates an automated end-to-end ML pipeline that trains a biLSTM network for sentiment analysis, experiment tracking, benchmarking by model testing and evaluation, model transitioning to production followed by deployment into cloud instance via CI/CD

  • Updated Feb 1, 2023
  • Python

Identifies the faulty wafer before it can be used for the fabrication of integrated circuits and, in photovoltaics, to manufacture solar cells. The project retrains itself after every prediction, making it more robust and generalized over time.

  • Updated Feb 2, 2023
  • Python

SlideGen is an AI-powered tool that transforms any topic into a ready-to-present PowerPoint presentation using OpenAI's GPT and DALL·E APIs. Whether you're an educator, professional, or student, SlideGen simplifies the slide creation process across three modes: Desktop GUI (Tkinter), Web app (Streamlit), Airtable automation; all given for free😁✌🏻

  • Updated May 17, 2025
  • Python

AutoDataAnalyzer: Automate data ingestion, analysis, and visualization with AI/ML-powered pipelines. Features natural language query processing, interactive Plotly visualizations, and seamless deployment via Docker.

  • Updated May 19, 2025
  • Python

End-to-end BTC price prediction using ML (XGBoost, RF, Lasso), CoinGecko API, Power BI, and Windows automation. Includes daily updates, weekly retraining, and dashboards.

  • Updated Jun 12, 2025
  • Jupyter Notebook

🤖 Automated Q&A Dataset Generation Pipeline powered by LLMs. Multi-stage pipeline that searches, filters, extracts and transforms web content into high-quality question-answer datasets for LLM training. Supports multiple LLM providers (Groq, Mistral, Ollama) and search engines.

  • Updated Jun 7, 2025
  • Python

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