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mahine-learning

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Implements and benchmarks optimal demonstration selection strategies for In-Context Learning (ICL) using LLMs. Covers IDS, RDES, Influence-based Selection, Se², and TopK+ConE across reasoning and classification tasks, analyzing the impact of example relevance, diversity, and ordering on model performance across multiple architectures.

  • Updated Mar 6, 2026
  • Jupyter Notebook

A portfolio documenting my AIML internship at Elevate Labs, covering data preprocessing, EDA, regression, classification, and ensemble methods—plus capstone projects in fraud detection and real-time sign language recognition—showcasing practical skills, technical growth, and a strong commitment to AI/ML best practices..

  • Updated Jul 1, 2026

I'm a self-taught AI and Machine Learning developer, passionate about AI, Machine Learning, Computer Vision and learning new things. I have good experience working with the Python programming language and its libraries, and I am interested in computer vision and image processing using machine learning and deep learning algorithms.

  • Updated Apr 28, 2022
  • Jupyter Notebook

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