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PranayaCodes/README.md

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Machine Learning Developer based in Kathmandu, Nepal, working primarily with Python and modern deep learning frameworks. I focus on building models that solve real problems, with a particular interest in NLP, applied AI, and the systems that make ML work at scale.

Linear algebra, probability, and optimization are the foundations I keep coming back to — the better I understand the math, the better the models get.

What I'm up to

  • Building applied ML projects — from predictive modeling to NLP and computer vision
  • Studying the math and systems that power deep learning, not just the libraries
  • Exploring LLMs, RAG pipelines, and retrieval-based architectures
  • Currently balancing this with a heavy academic course load in algorithms and operating systems

Reach me

Tech Stack

Languages

Python C++

ML / Deep Learning

PyTorch TensorFlow Keras scikit-learn HuggingFace

Data & Analysis

NumPy Pandas Matplotlib Jupyter

Tools & Infrastructure

FastAPI Docker Git Linux VS Code

Connect

LinkedIn Portfolio

GitHub Stats

GitHub Streak

activity graph

github contribution snake

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Popular repositories Loading

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  2. Shift_Manager Shift_Manager Public

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