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urmikanrar2003-uk/README.md


๐Ÿ‘‹ Hi, I'm Urmi Kanrar

๐ŸŽ“ M.Sc. Artificial Intelligence & Machine Learning @ IIIT Lucknow
๐Ÿค– Aspiring AI / ML Engineer

I work on end-to-end Machine Learning and Deep Learning projects, with hands-on experience in data analysis, model development, evaluation, and deployment.
My interests include Computer Vision, Healthcare AI, and applied ML systems.


๐Ÿง  Technical Skills

  • Machine Learning: Regression, Classification, Tree-based Models, Ensemble Methods
  • Deep Learning: ANN, CNN, RNN, LSTM, GRU, Transfer Learning (TensorFlow / PyTorch, Keras)
  • Computer Vision: Image & Signal Processing, Feature Extraction
  • Data Science & Statistics: EDA, Feature Engineering, Hypothesis Testing, Probability, Statistical Inference
  • Data & Databases: SQL, Data Cleaning
  • MLOps & Tools: Git, Docker, Streamlit, MLflow, DVC, AWS, MongoDB, HuggingFace, CI pipeline, Model Evaluation & Deployment
  • GenAI: LangChain, RAG, Chatbot building,Ollama,LlamaIndex

๐Ÿ”น IDEAS-TIH Internship Project (Road Accident Cause Identification & Severity Prediction)

  • Built ensemble models using Random Forest, Logistic Regression, SVM, XGBoost
  • Performed time series forecasting using SARIMA and GRU
  • Focused on accident cause analysis and severity prediction

๐Ÿ”— https://github.com/urmikanrar2003-uk/IDEAS-TIH-internship


๐Ÿ“œ Certifications


๐Ÿ“Š GitHub Activity


โญ Open to AI / ML Engineer and Data Science opportunities

Pinned Loading

  1. IDEAS-TIH-internship IDEAS-TIH-internship Public

    Forked from N125-ui/GOOGLE-COLAB

    When Roads Speak : Unveiling the Pattern of Road Accidents in India

    Jupyter Notebook 1

  2. Mathscrub_project Mathscrub_project Public

    Python 3

  3. BIS-STANDARD-RECOMMENDATION-ENGINE BIS-STANDARD-RECOMMENDATION-ENGINE Public

    Indian MSEs (small businesses) waste weeks figuring out which BIS (Bureau of Indian Standards) rules apply to their products.An AI-powered RAG (Retrieval-Augmented Generation) system where a busineโ€ฆ

    Python 2

  4. AI_Notion_Agent AI_Notion_Agent Public

    A project to interact with Notion workspace using natural language commands via Notion MCP, Flask, and ngrok

    Python 1

  5. Digital-Lending-Portfolio-Optimization Digital-Lending-Portfolio-Optimization Public

    Building a platform through which a digital lending institution leverage end-t0-end customer and transaction data to strengthen credit risk assessment, enable early detection of delinquencies, optiโ€ฆ

    Python 1

  6. Github-AI-PR-code-reviewer Github-AI-PR-code-reviewer Public

    AI bot using Github app to review Pull requests

    Python 1