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cloudsealed/README.md

🚀 CloudSealed Engineering Research

High-Performance Computing & Predictive AIOps

Our focus is on engineering low-latency engines, predictive diagnostic tools, and cost-optimization frameworks for large-scale cloud environments. We bridge the gap between high-level cloud architecture and low-level system performance.

🛠️ Core Expertise

  • High-Performance Engineering: JIT Compilation (LLVM), SIMD optimization, and low-level memory management (C/C++, Python/Numba, C#).
  • Predictive AIOps: High-throughput ML pipelines for infrastructure telemetry, specializing in latency forecasting and anomaly detection.
  • Cloud & FinOps: Designing deterministic scaling heuristics to suppress cloud waste and enforce strict SLAs through FinOps-as-Code.
  • Systems Architecture: Deep expertise in .NET Core internals, distributed systems, and ultra-low latency integration.

🔬 Featured Projects (CloudSealed™ Ecosystem)

Project Tech Stack Core Impact
Predictive-ML-Core C#, ML.NET, FastTree Real-time SLA breach forecasting using low-level OS telemetry.
JIT-Optimization-Engine Python, Numba, LLVM High-speed stochastic diagnostics via JIT-compiled analytical cores.

📬 Connect & Insights

"Optimizing the world's infrastructure, one microsecond at a time."

Popular repositories Loading

  1. JIT-Optimization-Engine JIT-Optimization-Engine Public

    Detects structural waste in cloud billing exports (AWS/GCP/Azure) using rolling-median + MAD, robust to the masking effect that breaks mean+stddev anomaly detection. Python library, CLI, FastAPI se…

    Python 4

  2. Predictive-ML-Core Predictive-ML-Core Public

    Deterministic, auditable architecture risk scoring from a declared system inventory: single point of failure, excessive coupling, scalability gap. Every score traces back to a rule with a stated ra…

    C# 2

  3. cloudsealed cloudsealed Public

    Principal Software Architect & Founder of CloudSealed | Specializing in High-Performance Computing, JIT Optimization, and Predictive AIOps for Enterprise Infrastructure.

  4. awesome-quant awesome-quant Public

    Forked from wilsonfreitas/awesome-quant

    A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

    HTML

  5. cloudsealed-mcp cloudsealed-mcp Public

    MCP server exposing CloudSealed's billing-waste anomaly detector and architecture risk scorer as tools for AI agents (Claude Code, Cursor, etc.).

    Python

  6. awesome-mcp-servers awesome-mcp-servers Public

    Forked from punkpeye/awesome-mcp-servers

    A collection of MCP servers.