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building something great.
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building something great.

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sepehrmn/README.md

Hi there πŸ‘‹ I'm Sepehr.

I spend most of my time building reliable multi-agent systems. I am currently working on user-owned AI, and AI content (vids and worlds) generation.

Socials

The best way to reach me is via email or on X.

Sepehr Mahmoudian on LinkedIn Sepehr Mahmoudian on Substack Sepehr Mahmoudian on Google Scholar Sepehr Mahmoudian on X (Twitter) Sepehr Mahmoudian on Hugging Face

Expertise

I mainly use Python and its ecosystem for AI/ML, but nowadays I am using TypeScript more and more.

Over the years, I've used many machine learning models, including reinforcement learning, different recurrent neural networks, Bayesian modeling, and various methods for clustering, classification, regression, and dimensionality reduction.

Skills & Technologies

πŸ€– AI/ML

Python PyTorch Numpy Pandas SciPy Pydantic LangChain CrewAI

βš™οΈ DevOps/MLOps

Docker Kubernetes Terraform Azure GCP Poetry Jenkins Travis-CI git

πŸ”§ Backend

C C++ Python FastAPI SQLModel PostgreSQL

🎨 Frontend

HTML5 CSS JavaScript Tailwind CSS shadcn/ui TypeScript React Next.js

πŸ“Š Misc

Matplotlib Seaborn Three.js LaTeX Streamlit Gradio Langflow

My most important skills are adapting quickly, picking up new tech fast, and executing relentlessly with perseverance. I think these will be more important than ever with how fast technology will be advancing.

Life philosophy

In a World that is constantly changing, not taking any risk is the biggest risk of all.

Pinned Loading

  1. torus-automations/groupweave torus-automations/groupweave Public

    Open source infrastructure for user-owned AI, co-creation and co-immersion of genAI content

    Python 3 2

  2. brojapid-activationfunctions brojapid-activationfunctions Public

    Partial Information Decomposition (PID) analysis of activation functions for PIDeepnets (PID deep neural networks)

    Python 3

  3. mahmoudian-2020-rescience mahmoudian-2020-rescience Public

    Three-way information-theoretic analysis of transfer functions - Sepehr Mahmoudian's replication of Smyth, Phillips, Kay 1996

    Python 3

  4. unsloth unsloth Public

    Forked from unslothai/unsloth

    Finetune Llama 3.3, Mistral, Phi, Qwen 2.5 & Gemma LLMs 2-5x faster with 80% less memory

    Python