Soumia

Solutions Architect & teacher building in public. From enterprise Microsoft to AI startups (computer vision, graph analytics). I document my learning journey: conference → code → deployment.

Paris, France Joined on Dec 11, 2025 http://humiin.io

Pronouns

Her, She

Soumia

Mar 4

The Résumé Is Not Broken. The Search Is.

#career #ai #llm #buildinginpublic

5 min read

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Soumia

Mar 4

When 3D Becomes Code: Why World Labs' Architecture Is a Gift for Interpretability Research

#gaussiansplatting #computervision #neuralnetorks #ai

5 min read

Soumia

Mar 2

6 Hours Left: What Do You Actually Ship?

#mistral #buildinpublic #ai #hackathon

5 min read

Soumia

Mar 2

What Happens When Your Hackathon Has Less Than 24 Hours Left and Your Backend Isn't Built

#hackathon #mistral #ai #buildinpublic

4 min read

Soumia

Mar 2

The Two Problems Nobody Owns in AI: Accessibility and Security Are Design Problems in Disguise

#aisafety #security #interpretability #design

7 min read

Soumia

Mar 2

The Vision: A Living Map of the Machine 🌐

#showdev #agents #ai #llm

3 min read

Soumia

Mar 2

🧠 The 48-Hour Blueprint: Architecting a 3D Interpretability Lab for Mistral Large 3

#interpretability #mistral #hackathon

2 min read

Soumia

Mar 1

A Studio of One's Own

#buildinginpublic #devjournal #lovable #ai

4 min read

Soumia

Feb 23

Can You Take Me Into Your Brain?

#ai #neuroscience #llm #machinelearning

8 min read

Soumia

Feb 16

Fine-Tuning LLMs - The Complete Practical Guide 🎯

#ai #llm #machinelearning

17 min read

Soumia

Feb 16

LLM Architectures Explained - From Transformers to Reasoning Models 🏗️

#ai #architecture #llm #machinelearning

12 min read

Soumia

Feb 16

Understanding Tokens in LLMs - The Complete Guide 🧩

#ai #llm #machinelearning #tutorial

11 min read

Soumia

Feb 10

Graph RAG and Agentic RAG: The Next Evolution of Retrieval

#agents #ai #llm #rag

16 min read

Soumia

Feb 10

RAG and Vector Databases: Should You Actually Care in 2026?

#ai #database #llm #rag

12 min read

Soumia

Feb 10

AI Models for Agentic Coding: When to Use Claude, Mistral, GPT, Gemini, or LLaMA

#agents #ai #llm #programming

8 min read

Soumia

Feb 10

The Next "Programming Language" Is a Team of Agents: A 1-Hour Crash Course

#agents #ai #programming #tutorial

7 min read

Soumia

Dec 12 '25

Security by Design: Lessons from API Days Paris 2025

#securitybydesign #mcp #solutionsarchitect #ai

8 min read

Soumia

Dec 12 '25

Deep Dive: High-Level Architecture for Large-Scale API Migration

#architecture #apimigration #systemdesign #microservices

6 min read

Soumia

Dec 12 '25

Building a Quantum-Enhanced API Gateway: MCP Secure Gateway

#api #mcp #python #quantum

4 min read

Soumia

Dec 12 '25

Start Hacking Now: What a €500M API Migration Taught Me About AI in Production

#ai #llm #api #mcp

4 min read

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The Résumé Is Not Broken. The Search Is.

Want to connect with Soumia?

When 3D Becomes Code: Why World Labs' Architecture Is a Gift for Interpretability Research

6 Hours Left: What Do You Actually Ship?

What Happens When Your Hackathon Has Less Than 24 Hours Left and Your Backend Isn't Built

The Two Problems Nobody Owns in AI: Accessibility and Security Are Design Problems in Disguise

The Vision: A Living Map of the Machine 🌐

🧠 The 48-Hour Blueprint: Architecting a 3D Interpretability Lab for Mistral Large 3

A Studio of One's Own

Can You Take Me Into Your Brain?

Fine-Tuning LLMs - The Complete Practical Guide 🎯

LLM Architectures Explained - From Transformers to Reasoning Models 🏗️

Understanding Tokens in LLMs - The Complete Guide 🧩

Graph RAG and Agentic RAG: The Next Evolution of Retrieval

RAG and Vector Databases: Should You Actually Care in 2026?

AI Models for Agentic Coding: When to Use Claude, Mistral, GPT, Gemini, or LLaMA

The Next "Programming Language" Is a Team of Agents: A 1-Hour Crash Course

Security by Design: Lessons from API Days Paris 2025

Deep Dive: High-Level Architecture for Large-Scale API Migration

Building a Quantum-Enhanced API Gateway: MCP Secure Gateway

Start Hacking Now: What a €500M API Migration Taught Me About AI in Production