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ashleshakadam/README.md

Welcome to My GitHub Profile! Hi there! I'm Ashlesha Kadam, a passionate developer, AI enthusiast, and cloud practitioner. I love building scalable AI applications, exploring LLM architectures, and optimizing machine learning models.

πŸ”Ή Programming & Core Concepts

☁️ Cloud & DevOps

πŸ€– AI & Machine Learning

πŸ›οΈ Large Language Models (LLMs)

🎯 LLMOps, Orchestration & Optimization

πŸ“š RAG, Knowledge Graphs & Multi-Agent Systems

🌍 Open Source Contributions

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  1. utd-jsom-chatbot utd-jsom-chatbot Public

    RAG-based chatbot using LangChain, FAISS, and Mistral to answer queries over university data with semantic retrieval

    HTML 1

  2. lithium-dashboard lithium-dashboard Public

    End-to-end lithium market intelligence dashboard modeling supply, demand, cost curves, and price formation using Python and Streamlit

    Python

  3. Predicting-Kick-Cars-at-Auto-Auctions Predicting-Kick-Cars-at-Auto-Auctions Public

    Machine learning pipeline predicting defective auto auction vehicles using Random Forest (93% accuracy, 0.96 ROC-AUC) with SHAP interpretability

    Jupyter Notebook

  4. tesla-supplier-chargeback-analytics tesla-supplier-chargeback-analytics Public

    Supplier chargeback analytics pipeline integrating SAP, MES, and WMS data to identify non-compliance, recover costs, and track supplier performance via Tableau dashboards

    Jupyter Notebook

  5. ashleshakadam ashleshakadam Public

    GitHub profile README

    1

  6. Real-Time-Weather-Data-Analysis-for-Multiple-U.S.-cities Real-Time-Weather-Data-Analysis-for-Multiple-U.S.-cities Public

    Real-time weather forecasting system using time-series modeling and data pipelines to predict environmental conditions

    Python