←
Back to projects
🔒 Under NDA
Lead Engineer
AI Safety Net v3.0 — agentic swarm where specialist AI agents use DeepSeek to autonomously manage ML lifecycle. Clean Architecture with MLflow pipeline.
Python
DeepSeek
FastAPI
GCP Cloud Run
Clean Architecture
The problem it solves
A data science team spends 70% of their time on infrastructure — deploying models, managing environments, tracking experiments — instead of actually improving models. BlackLine automates the entire ML lifecycle so scientists can focus on science.
Architecture
→
Clean Architecture with MLflow pipeline
→
Data validation → Feature engineering → Training → Registry → Deploy
→
HuggingFace model training integration
→
Custom drift detection layer (prod vs baseline)
→
Docker + GitHub Actions CI/CD
→
FastAPI backend with Python 3.10+
Links
→
GitHub
→
View on GitHub →
Run this agent for YOUR brand
Let's build something similar for your business. AMBICA will audit your brand's AI surface. Free.
Start Free Audit →
INDRADEV_ — Agentic Systems
© 2026 indradev_ — AI Systems Architect, Kraków, EU