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In The Rest Frame
💭
In The Rest Frame
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iashyam/README.md

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🧑‍💻 About Me

  • 🎓 MSc Physics, IIT Madras (2022–24)
  • 🎓 BSc (H) Physics, Delhi University (2019–22)
  • 💼 Currently: Associate Structural Engineer @ McDermott International
  • 💡 Interests: Computational Biophysics, Statistical Mechanics, Machine Learning

🛠️ Tech Stack

Python Go JavaScript HTML5 CSS3 SQL Linux Git LaTeX

Core Areas: Deep Learning · Data Analysis · Computational Physics · Statistics

📊 GitHub Stats

🚀 Best Projects

Project Description
Athena End-to-end PyTorch pipeline for multiclass sentiment analysis — HuggingFace embeddings, MLflow tracking
Argus From-scratch PyTorch implementation of MobileNetV2 (paper) ImageNet/CIFAR and served via a Flask API — live at argus.iashyam.in
🔗 Computational-Physics
wordle-bot Information-theory-based Wordle solver
phinmen The greatest physics teacher, brought back to life by AI
gossg Static site generator written in Go
PostGen LinkedIn post generator built with LangGraph

🔬 Physics & Simulations

  • Active Droplet Propulsion under Chemical Reaction — Simulated LLPS in binary fluids using Active Model H, implemented spectral methods to solve coupled PDEs in Python.
  • Monte Carlo Simulations of the Ising Model — Metropolis Algorithm in Python, verified phase transitions and scaling laws in 2D/3D models.
  • Ensemble Simulations — Microcanonical ensemble (Maxwell velocity distribution), canonical ensemble Lennard-Jones fluids and phase transitions.

🎨 Outside Work

  • ✒️ Blogging & Poetry
  • 📚 Reading (Literature, Philosophy, History, Science)
  • 🎨 Music: Work In Progress
  • 🏃 Running & Fitness

📫 Let's Connect

⭐️ "At the intersection of physics and programming, I'm building tools to understand the universe a little better."

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  1. Computational-Physics Computational-Physics Public

    This Repository contains all of the topics I have covered in my undergrad Computational Physics course and also all of the topics about this subject I have learned on my own.

    Jupyter Notebook

  2. athena athena Public

    Athena is an end-to-end PyTorch training pipeline for multiclass sentiment analysis. It features automatic dataset downloading, text embeddings caching using HuggingFace's SentenceTransformers, mod…

    Python

  3. Machine-Learning-Projects Machine-Learning-Projects Public

    Jupyter Notebook

  4. RAG RAG Public

    Python

  5. whatisthis whatisthis Public

    Python

  6. wordle-bot wordle-bot Public

    A python bot that uses information theory to solve Worlde puzzle.

    Python