Skip to content
View simeetnayan81's full-sized avatar
🏠
Working from home
🏠
Working from home
19 followers · 24 following

Achievements

Achievement: Pair Extraordinairex2Achievement: YOLOAchievement: Pull Sharkx2

Achievements

Achievement: Pair Extraordinairex2Achievement: YOLOAchievement: Pull Sharkx2

Block or report simeetnayan81

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.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

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

Report abuse
simeetnayan81/README.md
Simeet Nayan, software engineer, ML systems, open source

Profile views Public repos Followers

About

I'm a software engineer at Wells Fargo and a Software Engineering Specialist at xAI, working on improving the Grok model.

After hours I work on open-source machine learning: training libraries, the systems around models, and on-device ML.

Work

  • Wells Fargo: Software Engineer
  • xAI: Software Engineering Specialist, Grok

After hours

  • Open source: PyTorch RL, Ignite, Ray, MLX
  • ML systems: environments, retrieval, on-device ML
  • Writing and paper implementations
 
whoami     Simeet Nayan | simeetnayan81
role       Software Engineer @ Wells Fargo | Specialist @ xAI
base       Bengaluru, India
focus      open source | machine learning | ML systems
now        VectorSwift  |  rlx-swift  |  ODSE
oss        ml-explore/mlx  |  gmberton/awesome-machine-learning-startups  |  ml-explore/mlx-lm
updated    2026-09-02 11:25 UTC

Projects

Live cards. Click through for the code.

Recently active
  • VectorSwift - Vector database written in Swift, built to run both on personal devices and on Swift server deployments | Swift | 2★ | updated Aug 13, 2026
  • rlx-swift - High-performance reinforcement learning environment and data-collection API built in idiomatic Swift. By leveraging MLXArray, rlx-swift delivers seamless, hardware-accelerated training loops optimized directly for Apple Silicon | Swift | 2★ | updated Jul 10, 2026
  • ODSE - Open Data Science Environment (ODSE): A standardized environment for AI agents to master end to end data science pipelines | Python | 2★ | updated Apr 25, 2026
  • dqn-breakout - Implementation of Deep Q Network to play Atari Breakout | Jupyter Notebook | 1★ | updated Apr 23, 2025
  • finbot - Finance News Aggregator using Agentic AI (Gemini + AutoGen) | Python | updated Apr 10, 2025
  • RL-Algorithms - Reinforcement Learning Algorithms Implementation | Jupyter Notebook | updated Apr 06, 2025

Open source

Recent public PRs, issues, and commits, grouped by repo. Expands as new work lands.

Recent contributions
ml-explore/mlx | ml-explore | 5 items
pytorch/rl | pytorch | 1 item
simeetnayan81/VectorSwift | simeetnayan81 | 5 items
simeetnayan81/rlx-swift | simeetnayan81 | 5 items

Writing

MRI Insights: Classification of Brain Tumor Using Intelligent Feature Extraction Techniques (IEEE, January 2025)

More on Medium | site

Activity

GitHub contribution streak Top languages
Contribution activity over the last year

Stack

Python Swift C++ PyTorch MLX

NumPy scikit-learn SQL FastAPI Docker Linux

Bookshelf
Book Author Status
Deep Learning Goodfellow, Bengio, Courville Completed
Reinforcement Learning: An Introduction Sutton & Barto Partial
The Pragmatic Programmer Hunt & Thomas Reading
So Good They Can't Ignore You Cal Newport Next
Working in Public Nadia Eghbal Next

Full list

Connect

simeetnayan81.github.io | resume | LinkedIn | X | Medium | Hugging Face | IEEE

“Here I stand, atoms with consciousness, matter with curiosity. A universe of atoms, an atom in the universe.”

Richard Feynman

Dashboard last refreshed: Sep 02, 2026 11:25 UTC | stats cards and badges update on view | activity rewritten by scripts/update_dashboard.py

Pinned Loading

  1. hypergan-pytorch hypergan-pytorch Public

    Slightly modified implementation of the paper HyperGAN: A Generative Model for Diverse, Performant Neural Networks by Ratzlaff et. al. by

    Python

  2. ignite ignite Public

    Forked from pytorch/ignite

    High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

    Python

  3. simeetnayan81.github.io simeetnayan81.github.io Public

    Personal Portfolio Website - Generated Using Jekyll

    JavaScript