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building something great.
🐳
building something great.
16 followers · 26 following

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Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Arctic Code Vault Contributor

Achievements

Achievement: QuickdrawAchievement: Pull Sharkx2Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Arctic Code Vault Contributor

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sepehrmn/README.md

Sepehr Mahmoudian - AI Systems Architect | Tinkerer

I'm currently working on agentic orchestration, multi-agent systems and physical intelligence.

Socials

The best way to reach me is via email, first name dot last name @ gmail.com.

LinkedIn   Substack   Google Scholar   X (Twitter)    Hugging Face

Expertise

I mainly use Python and its ecosystem for AI/ML, sometimes using Rust and Typescript.

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

🤖 AI/ML Python
Python		 PyTorch
PyTorch		 Numpy
Numpy		 Pandas
Pandas		 SciPy
SciPy		 Pydantic
Pydantic
⚙️ DevOps/MLOps Docker
Docker		 Kubernetes
Kubernetes		 Terraform
Terraform
git
Git
☁️ Cloud Platforms Cloudflare
Cloudflare		 GCP
GCP		 AWS
AWS		 Azure
Azure
🔧 Backend & Infrastructure C
C		 C++
C++		 Python
Python		 FastAPI
FastAPI		 Drizzle ORM
Drizzle
Better Auth
Better Auth		 Neon PostgreSQL
PostgreSQL
🎨 Frontend & Web JavaScript
JavaScript		 TypeScript
TypeScript		 React
React		 Vite
Vite		 TanStack
TanStack		 Zustand
Zustand
SparkJS
SparkJS
📱 Mobile React Native
React Native		 Expo
Expo
📊 Misc Matplotlib
Matplotlib		 Three.js
Three.js 		LaTeX
LaTeX

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. crebain crebain Public

    Adaptive Response & Awareness System - Adaptives Reaktions- und Aufklärungssystem

    TypeScript 1

  2. torus-automations/groupweave torus-automations/groupweave Public

    Groupweave is a decentralized platform for confidential voting and tally counting

    Rust 5 4

  3. brojapid-activationfunctions brojapid-activationfunctions Public

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

    Python 4

  4. 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

  5. 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