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

Cover image for What KubeCon Amsterdam 2026 Taught Me About Infrastructure as Transformation

Soumia

May 8

What KubeCon Amsterdam 2026 Taught Me About Infrastructure as Transformation

#kubecon #kubernetes #cloudnative #observability

7 min read

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Cover image for 5 Things You Can Do Right Now to Know Where You Stand on EU AI Act & GDPR Compliance

Soumia

May 7

5 Things You Can Do Right Now to Know Where You Stand on EU AI Act & GDPR Compliance

#news #ai #data #privacy

4 min read

Cover image for LLMs don't just respond to information. They respond to pressure.

Soumia

May 1

LLMs don't just respond to information. They respond to pressure.

#ai #design #llm #machinelearning

6 min read

Cover image for 6 Pillars of a Good Web App — Enforce All - Single ❤️ Prompt

Soumia

Mar 18

6 Pillars of a Good Web App — Enforce All - Single ❤️ Prompt

6 min read

Cover image for The Voice: An Experiment in Acoustic Automata

Soumia

Mar 17

The Voice: An Experiment in Acoustic Automata

#voiceai #elevenlabs #anthropic #buildinginpublic

5 min read

Cover image for The Kernel of the New Stack: Why We are Building ON AI, Not With It

Soumia

Mar 17

The Kernel of the New Stack: Why We are Building ON AI, Not With It

#nvidia #llm #softwareengineering #buildinpublic

2 min read

Cover image for The Ember That Looks Like Ash

Soumia

Mar 16

The Ember That Looks Like Ash

#quantumcomputing #imagination #webdev #security

11 min read

Cover image for The Résumé Is Not Broken. The Search Is.

Soumia

Mar 4

The Résumé Is Not Broken. The Search Is.

#career #ai #llm #buildinginpublic

5 min read

Cover image for Unlocking the Black Box in Space: Why 3D is the Next Frontier for AI Interpretability

Soumia

Mar 4

Unlocking the Black Box in Space: Why 3D is the Next Frontier for AI Interpretability

#gaussiansplatting #computervision #neuralnetorks #ai

5 min read

Cover image for 6 Hours Left: What Do You Actually Ship?

Soumia

Mar 2

6 Hours Left: What Do You Actually Ship?

#mistral #buildinpublic #ai #hackathon

5 min read

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

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

Cover image for The Design Gap: Why AI’s Biggest Risks Are Not Engineering Problems

Soumia

Mar 2

The Design Gap: Why AI’s Biggest Risks Are Not Engineering Problems

#designthinking #security #interpretability #development

4 min read

Cover image for Beyond the Black Box: The Society of Minds 🌐

Soumia

Mar 2

Beyond the Black Box: The Society of Minds 🌐

#mistralai #interpretability #aisafety #neuralarchitecture

3 min read

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

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

Cover image for Can You Take Me Into Your Brain?

Soumia

Feb 23

Can You Take Me Into Your Brain?

#neuroscience #llm #ethics #psychology

6 min read

Cover image for Fine-Tuning LLMs - The Complete Practical Guide 🎯

Soumia

Feb 16

Fine-Tuning LLMs - The Complete Practical Guide 🎯

#ai #llm #machinelearning

17 min read

Cover image for LLM Architectures Explained - From Transformers to Reasoning Models 🏗️

Soumia

Feb 16

LLM Architectures Explained - From Transformers to Reasoning Models 🏗️

#ai #architecture #llm #machinelearning

12 min read

Cover image for Understanding Tokens in LLMs - The Complete Guide 🧩

Soumia

Feb 16

Understanding Tokens in LLMs - The Complete Guide 🧩

#ai #llm #machinelearning #tutorial

11 min read

Cover image for Graph RAG and Agentic RAG: The Next Evolution of Retrieval

Soumia

Feb 10

Graph RAG and Agentic RAG: The Next Evolution of Retrieval

#agents #ai #llm #rag

16 min read

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

Soumia

Feb 10

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

#ai #database #llm #rag

12 min read

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

Soumia

Feb 10

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

#agents #ai #llm #programming

8 min read

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

Soumia

Feb 10

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

#agents #ai #programming #tutorial

7 min read

Cover image for Security by Design: Lessons from API Days Paris 2025

Soumia

Dec 12 '25

Security by Design: Lessons from API Days Paris 2025

#securitybydesign #mcp #solutionsarchitect #ai

8 min read

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

Soumia

Dec 12 '25

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

#architecture #apimigration #systemdesign #microservices

6 min read

Cover image for Building a Quantum-Enhanced API Gateway: MCP Secure Gateway

Soumia

Dec 12 '25

Building a Quantum-Enhanced API Gateway: MCP Secure Gateway

#api #mcp #python #quantum

4 min read

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

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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What KubeCon Amsterdam 2026 Taught Me About Infrastructure as Transformation

Want to connect with Soumia?

5 Things You Can Do Right Now to Know Where You Stand on EU AI Act & GDPR Compliance

LLMs don't just respond to information. They respond to pressure.

6 Pillars of a Good Web App — Enforce All - Single ❤️ Prompt

The Voice: An Experiment in Acoustic Automata

The Kernel of the New Stack: Why We are Building ON AI, Not With It

The Ember That Looks Like Ash

The Résumé Is Not Broken. The Search Is.

Unlocking the Black Box in Space: Why 3D is the Next Frontier for AI Interpretability

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 Design Gap: Why AI’s Biggest Risks Are Not Engineering Problems

Beyond the Black Box: The Society of Minds 🌐

🧠 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