Background Photo for Franck Mutware Muhoza
Primary Photo for {0} {1}

Franck Mutware Muhoza

I speak statistics, risk, and data.
Actuarial science graduate at University of Rwanda| Actuarial Consultant
Learning Data Science & Google Cloud at ALX Rwanda

www.linkedin.com/in/franck-mutware-muhoza

https://x.com/Franck_Mutware

https://github.com/Franck-M2024

GuildsMore
Cover Photo for Open Source Kigali
Primary Photo for Open Source Kigali

Open Source Kigali

A community of developers, innovators, and tech enthusiasts in Kigali who are passionate about contributing to open-source projects. We collaborate, learn, and build together to create impactful solutions for Africa and beyond.

163 Members
Cover Photo for GitNation
Primary Photo for GitNation
Network

GitNation

A collection of GitNation supported meetup groups around Europe and North America.

5.6K Members
Cover Photo for Django Rwanda Meetup
Primary Photo for Django Rwanda Meetup

Django Rwanda Meetup

DISCORD:ย  https://discord.com/invite/v8txUFBmha

LINKEDIN : https://www.linkedin.com/company/django-rwanda/about/?viewAsMember=true

Django Rwanda is a local community for developers passionate about Django and web development.

Our mission is to connect, train, and support developers in Rwanda by fostering knowledge sharing, collaboration on open-source projects, and hosting regular workshops and meetups.

Join us to learn, collaborate, and contribute to the global Django community while strengthening the local tech network.

7 Members
Cover Photo for AI for Engineers London
Primary Photo for AI for Engineers London

AI for Engineers London

Practical AI for Software Engineers - dev tools in SDLC, core patterns for LLM implementation

AI for Engineers London is a community for software engineers who want to harness AI to build better software, faster.

We focus on the engineering side of AI, not ML/data science, sharing battle-tested approaches, practical tools, and proven patterns that transform how you write, test, deploy, and maintain code today.

Join us for monthly meetups featuring live demos, case studies from London tech companies.

For collaborations, reach events@gitnation.org

Topics covered:

๐Ÿ› ๏ธ AI-Enhanced Development & Delivery

Development Acceleration

  • Code generation with Claude Code, GitHub Copilot, Cursor, and emerging tools
  • Automated code reviews, refactoring, and documentation generation
  • Test generation and intelligent debugging assistance
  • Building with MCP servers, LangGraph, CrewAI, and agent orchestration frameworks
  • Smart monitoring, alerting, and root cause analysis
  • Self-healing systems and automated incident response

๐Ÿ”ง Practical LLM Integration Patterns

Learn proven patterns for adding AI capabilities to your applications without complexity:

Core Integration Patterns

  • RAG (Retrieval-Augmented Generation): Connect LLMs to your databases and documentation to answer questions using your own data โ€” no model training required
  • LLM optimizations
  • Prompt Templates & Chaining: Structure prompts for consistent outputs and chain multiple AI calls for complex tasks
  • Input/Output Validation: Add guardrails to ensure AI responses meet your requirements โ€” from JSON schemas to content filtering

And other topics within core theme of the group

324 Members
About

I speak statistics, risk, and data.
Actuarial science graduate at University of Rwanda| Actuarial Consultant
Learning Data Science & Google Cloud at ALX Rwanda

www.linkedin.com/in/franck-mutware-muhoza

https://x.com/Franck_Mutware

https://github.com/Franck-M2024

Background Photo for Franck Mutware Muhoza
Primary Photo for {0} {1}

Franck Mutware Muhoza

I speak statistics, risk, and data.
Actuarial science graduate at University of Rwanda| Actuarial Consultant
Learning Data Science & Google Cloud at ALX Rwanda

www.linkedin.com/in/franck-mutware-muhoza

https://x.com/Franck_Mutware

https://github.com/Franck-M2024

GuildsMore
Cover Photo for Open Source Kigali
Primary Photo for Open Source Kigali

Open Source Kigali

A community of developers, innovators, and tech enthusiasts in Kigali who are passionate about contributing to open-source projects. We collaborate, learn, and build together to create impactful solutions for Africa and beyond.

163 Members
Cover Photo for GitNation
Primary Photo for GitNation
Network

GitNation

A collection of GitNation supported meetup groups around Europe and North America.

5.6K Members
Cover Photo for Django Rwanda Meetup
Primary Photo for Django Rwanda Meetup

Django Rwanda Meetup

DISCORD:ย  https://discord.com/invite/v8txUFBmha

LINKEDIN : https://www.linkedin.com/company/django-rwanda/about/?viewAsMember=true

Django Rwanda is a local community for developers passionate about Django and web development.

Our mission is to connect, train, and support developers in Rwanda by fostering knowledge sharing, collaboration on open-source projects, and hosting regular workshops and meetups.

Join us to learn, collaborate, and contribute to the global Django community while strengthening the local tech network.

7 Members
Cover Photo for AI for Engineers London
Primary Photo for AI for Engineers London

AI for Engineers London

Practical AI for Software Engineers - dev tools in SDLC, core patterns for LLM implementation

AI for Engineers London is a community for software engineers who want to harness AI to build better software, faster.

We focus on the engineering side of AI, not ML/data science, sharing battle-tested approaches, practical tools, and proven patterns that transform how you write, test, deploy, and maintain code today.

Join us for monthly meetups featuring live demos, case studies from London tech companies.

For collaborations, reach events@gitnation.org

Topics covered:

๐Ÿ› ๏ธ AI-Enhanced Development & Delivery

Development Acceleration

  • Code generation with Claude Code, GitHub Copilot, Cursor, and emerging tools
  • Automated code reviews, refactoring, and documentation generation
  • Test generation and intelligent debugging assistance
  • Building with MCP servers, LangGraph, CrewAI, and agent orchestration frameworks
  • Smart monitoring, alerting, and root cause analysis
  • Self-healing systems and automated incident response

๐Ÿ”ง Practical LLM Integration Patterns

Learn proven patterns for adding AI capabilities to your applications without complexity:

Core Integration Patterns

  • RAG (Retrieval-Augmented Generation): Connect LLMs to your databases and documentation to answer questions using your own data โ€” no model training required
  • LLM optimizations
  • Prompt Templates & Chaining: Structure prompts for consistent outputs and chain multiple AI calls for complex tasks
  • Input/Output Validation: Add guardrails to ensure AI responses meet your requirements โ€” from JSON schemas to content filtering

And other topics within core theme of the group

324 Members
About

I speak statistics, risk, and data.
Actuarial science graduate at University of Rwanda| Actuarial Consultant
Learning Data Science & Google Cloud at ALX Rwanda

www.linkedin.com/in/franck-mutware-muhoza

https://x.com/Franck_Mutware

https://github.com/Franck-M2024