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avinash-kumar-ml/README.md

Hi there, I'm Avinash ๐Ÿ‘‹

Engineering professional with 11+ years of industry experience, currently focused on Data Science, Machine Learning, and Artificial Intelligence. Strong background in software engineering and cloud-based systems, with hands-on experience in ML modeling, Deep Learning, NLP, and data engineering.

๐Ÿ”น What Iโ€™m Working On

  • Machine Learning & Data Science projects
  • Data Engineering with AWS
  • Neural networks implemented from scratch

๐Ÿ”น Skills & Tools

  • Python (NumPy, Pandas, Scikit-learn, TensorFlow), SQL
  • Machine Learning (Linear Regression, Logistic Regression, Support Vector Machines, Unsupervised Learning, Dimensionality Reduction)
  • Deep Learning (Neural Networks, Back Propagation, Regularization and Optimization, Convolution Neural Networks), Deep Reinforcement Learning
  • Natural Language Processing (NLP) - N-gram and Neural Language Models, LLM, Prompt Engineering, Skip gram/CBOW, BERT, Retrieval Augmented Generation (RAG)
  • Data Visualization (Matplotlib, Seaborn, Tableau)
  • Statistics, Probability, Linear Algebra, Optimization
  • Amazon Web Services (AWS), S3, IAM, EC2, Lambda, SQS, SNS, AWS CloudWatch, AWS Glue, Amazon Redshift, Amazon Athena
  • Agile Development, Git, Azure DevOps, GitHub Copilot

๐Ÿ”น Projects

  • Random Length Pricing (ML/Data Science)
  • Deep Neural Networks from Scratch
  • N-gram Language Model (NLP)

๐Ÿ“ซ Open to ML Engineer / AI Engineer / Data Scientist roles

Popular repositories Loading

  1. ml-projects ml-projects Public

    Machine Learning and Data Science Projects

    Jupyter Notebook

  2. avinash-kumar-ml avinash-kumar-ml Public