Growing Ethical AI Through Community-Led Innovation

At Emakia Tech, we believe ethical AI begins with people. By embedding ourselves in vibrant engineering communities—MozFest, Women Who Code, and Google Cloud’s C2C Network—we’re building an open ecosystem rooted in trust, inclusion, and collaborative empowerment.

🗓️ Emakia Tech AI Training Schedule — Spring 2025

Location: Virtual Cadence: Wednesdays, every ~3 weeks

Date	Session Title	Objectives
March 5, 2025 – 11:00 AM PT	Label Validation with LLaMa & DeepSeek	Use LLMs to validate labels; apply evaluation code to measure performance.
March 26, 2025 – 9:00 AM PT	Comparative Analysis	Analyze LangChain, OpenAI, Gemini, and LLaMa outputs with lexicon validation.
April 16, 2025 – 11:00 AM PT	Vertex AI Classifier with Node.js	Configure, train, and test the Google Vertex AI classifier using Emakia’s dataset.
April 30, 2025 – 9:00 AM PT	Model Classifier Deployment	Deploy your trained model and evaluate its performance on live data.
May 21, 2025 – 11:00 AM PT	Evaluating Model Predictions	Use LLM judges to classify model outputs and determine optimal model stack.

🧩 MozFest & Trustworthy AI

Emakia is honored to be part of the Mozilla Foundation’s Trustworthy AI Working Groups – Cohort 3. This partnership amplifies our mission to confront misinformation, harassment, and privacy erosion using transparent, trauma-informed, community-designed moderation tools.

🗓️ Presentation Highlight: MozFest Amsterdam – June 20–21, 2023 Presentation Topic: “Building Trust Signals for Trauma-Informed Moderation”

👩‍💻 Women Who Code — Empowering Through Mentorship

We mentor and present deep technical sessions designed to elevate women in tech and deepen awareness around the infrastructure powering safe online spaces.

🛠️ WWCode SF Presentation Series:

• Oct 4, 2023 — SwiftUI Data Flow

• July 5, 2023 — Swift + CoreML + Twitter Data

• May 17, 2023 — Vertex AI Batch Prediction with Node.js Additional talks cover MLOps and Google Cloud, dating back to 2022.

☁️ Google Cloud C2C — Civic AI at Scale

We proudly contribute to the Google Cloud C2C network, showcasing real-world implementations of Vertex AI.

🗓️ April 27, 2023 Talk: “Emakia – Vertex AI – Text Classifier AutoML” Topics included civic health classifier tuning and responsive moderation workflows.

💡 What’s Next at Emakia Tech

As we continue to develop Enaëlle and expand our AI moderation tools, our goals include:

• Bridging ethical AI research with real-world civic use cases

• Promoting open-source moderation systems for underrepresented communities

• Expanding mentorship and inclusive tech leadership initiatives

Are you an engineer, researcher, or civic technologist looking to collaborate? Let’s co-create resilient tools for a safer digital future.

📬 Contact us → info@emakiatech.com