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Achievement: YOLOAchievement: Pull Shark

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pycoder49/README.md

Hi there, I'm Aryan 👋

🚀 Machine Learning Engineer | Deep Learning Enthusiast | Open-Source Contributor

📌 About Me

  • I'm a contributor to TensorZero and the Eclipse Platform, working with Rust, Java, and backend inference logic.
  • I specialize in machine learning pipelines, end-to-end ML projects, and deep learning from scratch.
  • I actively use DAGsHub + MLflow for experiment tracking and best-model selection.
  • Currently learning: Deep Learning, Transformers, Generative AI, LLMs, and Agentic AI.
  • Databases I work with: PostgreSQL, MongoDB.
  • Reach me at: aryan-work@outlook.com

🔧 Tech Stack & Tools

Core

  • Python, Java, Rust, C, C++
  • NumPy, Pandas, Scikit-Learn, PyTorch
  • FastAPI
  • MLflow, DAGsHub
  • Git, GitHub Actions
  • Linux / Ubuntu (primary dev environment)

ML / DL

  • End-to-end pipelines
  • NLP (TF-IDF, Bag of Words, vectorizers, Word2Vec)
  • Neural networks (ReLU/sigmoid/softmax, backprop from scratch)
  • Feature engineering & evaluation
  • Model selection + reproducibility

Databases

  • PostgreSQL
  • MongoDB

🧠 Current Focus (2026)

  • Deep Learning fundamentals → advanced
  • Computer Vision (CNNs, ViTs, segmentation)
  • Generative AI (diffusion models, VAEs)
  • LLMs (transformers, attention, inference paths)
  • Agentic AI (tool-using models, planning, LangChain, multi-agent systems)

📊 GitHub Stats

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  1. tensorzero tensorzero Public

    Forked from tensorzero/tensorzero

    TensorZero is an open-source stack for industrial-grade LLM applications. It unifies an LLM gateway, observability, optimization, evaluation, and experimentation.

    Rust 3

  2. networkSecuritySystem networkSecuritySystem Public

    Python

  3. first_e2eMLproject first_e2eMLproject Public

    Jupyter Notebook

  4. fastapi-webserver fastapi-webserver Public

    Building a webserver using FastAPI in python

    Python

  5. air-quality-index-predictions air-quality-index-predictions Public

    Implementing Neural Network model, from scratch, to predict air quality

    Python

  6. customer-retention-analysis customer-retention-analysis Public

    Comparing the accuray between three different machine learning models for cutomer retention likelyhood predictions

    Python