Skip to content
View danielfcollier's full-sized avatar

Block or report danielfcollier

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
danielfcollier/README.md

Staff Platform Engineer (M.Sc.)

"Applying Engineering Rigor to Cloud Infrastructure."

I am a Staff Platform Engineer specializing in Reliability, Internal Developer Platforms (IDP), and Control Planes.

With a background in Control Theory (M.Sc.) and 12+ years in software, I treat infrastructure as a deterministic system. I apply feedback loops, state convergence, and stability analysis to build self-healing cloud platforms.

🧠 The Philosophy: LowOps

I build "Golden Paths" and automation tools that allow engineering teams to ship features without getting bogged down in operations.

  • Platform Engineering: Architecting control planes that standardize the lifecycle of stateful workloads.
  • Reliability Engineering: Designing systems that detect and resolve their own faults (Self-Healing).

πŸ› οΈ Technical Stack

Platform & Automation

  • Languages: Python (Expert - FastAPI, Multithreading, State Machines), Go (Tooling/Providers).
  • Architecture: Microservices, Event-Driven Architecture (EDA), RESTful APIs.
  • Orchestration: Kubernetes (Workload Management), Terraform (Provider Dev), Ansible.
  • Observability: OpenTelemetry, Prometheus/Grafana, SLI/SLO Design, RCA.

Infrastructure & Systems

  • Cloud: Refactored OpenStack SDK logic into custom microservices API integrations.
  • Systems: Linux Automation (systemd, Bash), IoT/Edge (Raspberry Pi).

πŸš€ Impact & Highlights

Magalu Cloud (Staff-Track)

  • DBaaS Control Plane: Leading the implementation of a proprietary Python/FastAPI provisioning engine. Refactored legacy OpenStack SDK logic into custom service microservices API integrations for higher stability.
  • Terraform Provider: Fixed and hardened DBaaS resources in the official Go provider, introducing regression testing patterns to eliminate recurring bugs.
  • Operational Excellence: Leading Root Cause Analysis (RCA) initiatives for complex outages and providing Tier-3 technical support, translating critical customer incidents into permanent architectural improvements.
  • Self-Healing Strategy: Architecting a reconciliation layer based on Control Loop theory to automatically resolve stuck provisioning states.
  • Technical Strategy: Authored ADRs and technical documentation to standardize architecture patterns across the DBaaS tribe.

Tuna Payments

  • Developer Experience (DX): Engineered a "Docs-as-Code" pipeline to auto-generate OpenAPI specs, streamlining partner integrations.
  • Integration Reliability: Optimized the data bridge between merchant frontends and backend payment cores to ensure analytical accuracy.
  • External Integrations: Developed .NET Core services to handle XML invoice signing and integration with municipal government APIs, ensuring compliance and reliability.

πŸ§ͺ Open Source & PoCs

🎀 Python Audio Framework (UMIK-1)

  • Concept: A multi-threaded "Producer-Consumer" framework designed for high-stability audio applications (specifically for the MiniDSP UMIK-1).
  • Architecture: Decouples Hardware I/O ("The Ear") from Signal Processing ("The Brain") using thread-safe queues. This architecture prevents blocking operations from causing audio glitches or buffer overruns.
  • Features: Includes ready-to-run modules for Real-Time Metering (RMS/LUFS), Calibration (loading UMIK-1 sensitivity files), and Lossless Recording.
  • Links: πŸ“¦ PyPI Page | πŸ’» Source Code

πŸ“ LowOps Edge AI Telemetry

  • Concept: A "Zero-Touch" acoustic monitoring station for edge environments (Raspberry Pi).
  • Links: πŸ’» Source Code
  • Stack: Python, systemd watchdogs, Google YamNet.
  • Status: Production (Personal Use).

πŸ”„ DriftControl (Self-Healing Loop)

  • Concept: A proof-of-concept (Poc) Control Plane component.
  • Logic: Implements a Look -> Compare -> Converge loop (Feedback Control) to enforce configuration state.
  • Stack: Python, Docker SDK
  • Link: πŸ’» Source Code

πŸ“œ Research & Honors

  • M.Sc. Electrical Engineering: Focus on Modeling & Control of Wind Energy Conversion Systems (UFSC).
  • Innovation Award (1st Place): Awarded by WEG Electric Corp. for innovation in Motor Control.
  • Patent Holder: Co-inventor of "Current Self-Control Applied to Three-Phase Electric Generators".

LinkedIn | ResearchGate

Pinned Loading

  1. py-edge-ai-acoustic-monitoring-app py-edge-ai-acoustic-monitoring-app Public

    Noise Monitor App Powered with Machine Learning

    Python

  2. py-umik-base-app py-umik-base-app Public

    Umik-1 Base App Microphone Utilities

    Python