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Achievement: YOLOAchievement: QuickdrawAchievement: Pull Shark

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amitpatole/README.md

Amit Patole

Platform / SRE / DevOps / Cloud / AI and Agentic Systems Alpharetta, GA · linkedin.com/in/amit-patole · amit.patole@gmail.com

Twenty years from hardware engineer to platform architect to agentic-AI builder. I build and run production platforms end to end: infrastructure, data, ML, and the agentic tooling on top. Lead engineer and crisis-escalation lead for 23+ production telecom markets. Daily hands-on with agentic AI, and I open-source in the space.

What I do

  • Design and operate production Kubernetes and GitOps platforms (ArgoCD, Terraform, Helm) across multi-cloud and air-gapped environments.
  • Ship measurable outcomes: meaningful cloud savings, faster release cycles, and zero failed promotions across 200+ microservices.
  • Build agentic-AI systems: self-hosted LLM inference, multi-agent workflows, RAG, tool-use enforcement, and hallucination validation.
  • Work forward-deployed with Tier-1 operators, translating customer workflows into shipped platform features.

The Verel organism

An open-source fleet of pip-installable "organs" that grade an agent's outputs on one shared contract. The idea: nothing an agent produces is done until a grader returns a verdict.

Organ What it does
verel Brain. Verified-verdict bus and compounding memory; marks work done only on PASS.
agent-vision Eyes. A machine-graded visual feedback loop agents consume to self-correct before claiming done.
audel Ears. Machine-graded audio feedback loop for coding agents.
vitel Vitals. Graded observability returning pass/warn/fail on metrics, SLOs, and error budgets.
citel Knowledge. Knowledge graph and RAG that grade citation-faithfulness and groundedness.
agentsensory The shared verdict contract every organ speaks.

Selected projects

  • tickerpulse-ai - 24x7 stock news monitoring across 10+ free sources.
  • quantum-llm-routing - QAOA-based quantum optimization for LLM cascade routing. First QUBO formulation of the model-selection problem, benchmarked on IBM Quantum hardware.
  • claude-genkit-plugin - Firebase Genkit plugin for Claude Code.
  • gapcert - Publicly-trusted TLS certificates for air-gapped and egress-restricted fleets.

Toolbox

Platform and SRE: Kubernetes (AKS, k3s), ArgoCD, Terraform, Helm, Ansible, Jenkins, Docker, Podman Cloud: AWS, Azure, GCP, multi-cloud networking, on-prem and air-gapped Data: Kafka, ClickHouse, Apache Iceberg, PostgreSQL, Snowflake, TimescaleDB AI and Agentic: Anthropic Claude API, Claude Code, LangChain, LangGraph, vLLM, Ollama, RAG Languages: Python, SQL, Java, Bash

Open to Forward-Deployed Engineering, Platform, and AI-infrastructure roles.

Pinned Loading

  1. tickerpulse-ai tickerpulse-ai Public

    A comprehensive 24x7 stock news monitoring system that tracks news from **10+ FREE sources** including social media, financial news sites

    Python 15 3

  2. claude-genkit-plugin claude-genkit-plugin Public

    Firebase Genkit Plugin for Claude Code

    Shell 11 2

  3. agent-vision agent-vision Public

    Eyes for AI coding agents 👁️ — render → perceive → report → fix → re-render. A machine-graded visual feedback loop (DOM/contrast/OCR-grounded + optional vision LLM) agents consume to self-correct b…

    Python 9 3

  4. APM_Plan_Generator APM_Plan_Generator Public

    This CLI tool generates Agentic Project Management (APM) plans, including Model Context Protocol (MCP) and prompt engineering templates, tailored for your project needs.

    Python

  5. quantum-llm-routing quantum-llm-routing Public

    QAOA-based quantum optimization for LLM cascade routing. First QUBO formulation of the model selection problem, benchmarked on IBM Quantum hardware (156-qubit Heron). Preprint: 206903

    Python

  6. verel verel Public

    Verified agents — nothing is "done" until a grader returns a verdict. Eyes (AgentVision) + verdict bus + compounding memory + a fleet + agent-built tooling + agent-run CI/CD.

    Python 4 3