Skip to content
View RsqM's full-sized avatar

Block or report RsqM

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
RsqM/README.md

import torch; logits = torch.softmax(torch.tensor([1.0, 1.0, 1.0]), dim=0); print(["Hello!", "Hi!", "Hey!"][logits.argmax().item()])

Welcome, fellow machine learning enthusiasts!

I'm Rohan.
I work with Machine Learning and Deep Learning—where models learn, gradients adjust, and sometimes, training takes longer than expected. Whether it's fine-tuning architectures, making sense of complex datasets, or optimizing performance, I enjoy the process of transforming mathematical concepts into real-world solutions.

LinkedIn    Kaggle


Languages I Speak (Code & Otherwise)

C C++ Java JavaScript Python Rust

Fluent in Python. Conversational in C++. Rust? Still getting there but loving the pain.


ML/DL Playground

PyTorch TensorFlow scikit-learn Keras NumPy Pandas Matplotlib
The difference between PyTorch and TensorFlow? PyTorch understands me. TensorFlow makes me read documentation.


Cloud & DevOps

AWS Azure
Yes, I’ve yelled at AWS billing before.


OS of Choice

Linux Windows
Linux for real work. Windows for "Do you want to restart now?"


Random Thoughts

  • Model training is just advanced gambling.
  • If it works on my machine, that’s all that matters.
  • Debugging neural nets = therapy session with gradient descent.

Feel free to reach out! Always happy to chat about AI, cool projects, or why torch.nn should be in the Python Standard Library.

Pinned Loading

  1. DiffuseMNIST DiffuseMNIST Public

    U-Net powered denoising diffusion model for high-quality image generation, prototyped on MNIST.

    Python

  2. BeliefState-Objective BeliefState-Objective Public

    Implements Belief-State-Objective used to train MSFT's Belief State Transformers

    Python 1

  3. GRPO GRPO Public

    Group Relative Policy Optimization (GRPO) Introduced by DeepSeek, Simulated on PyTorch

    Python 2

  4. GRUInference-ESP32S3 GRUInference-ESP32S3 Public

    A strictly edge-based weather forecasting system running entirely on an Arduino Nano ESP32. This project captures real-time sensor data (Temperature, Humidity, Pressure) via a BME280 and uses a com…

    C

  5. ComputerVision ComputerVision Public

    CV Reference and Storage Repository

    Python

  6. MLF-AWS-RsqM MLF-AWS-RsqM Public

    Sagemaker Files for Udacity Machine Learning Fundamentals (Part of the AWS AI/ML Scholarship, Advanced Cohort)

    HTML