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aviciot/README.md

Avi Cohen

Data & AI Engineering Leader · 16+ years building large-scale data platforms and production systems.

Right now I'm focused on the harder problem: making AI actually work inside organizations — not as a chatbot layer, but as a real operational platform. That's what Omni and the-M are about. Secure AI gateways, multi-agent orchestration, the infrastructure that lets enterprises move from "we tried a demo" to "this runs in prod."

I lead Data R&D and AI innovation, but I still build things myself. Architecture decisions are better when you've written the code.

What drives me: hard problems, practical solutions, and the kind of creativity that only shows up when you care about what you're shipping.


What I'm building

Project What it does
🌐 Omni Enterprise AI gateway — deploy secure, policy-driven MCP integrations and AI agents at scale
🧠 the-M Multi-agent orchestration platform — route goals through a pool of AI agents via A2A protocol
🛡️ ISO360 AI-assisted platform for ISO standards implementation, certification and continuous compliance automation
mcp-query-optimizer MCP server that lets AI assistants analyze and optimize slow Oracle/MySQL queries — using execution plans and schema metadata to flag anti-patterns and recommend indexes
🔍 paywatch Payment anomaly detection — Oracle-based detector with an AI analyst via MCP
🔗 VendorSync Enterprise platform for vendor integration, change management and automated workflows — LLM-powered triage with full Jira integration
🤖 MacGyver MCP MCP server for enterprise automation
📊 Informatica Insight Portal Operational visibility platform for Informatica workflows

Focus areas

  • MCP & AI Agents — building tools that make LLMs useful in enterprise environments
  • Data Observability — anomaly detection, pipeline monitoring, operational intelligence
  • Enterprise Integration — bridging legacy systems with modern AI/data stacks

Opinions are my own. I ship things.

Pinned Loading

  1. mcp-query-optimizer mcp-query-optimizer Public

    Python

  2. mcp-template mcp-template Public

    Python

  3. VendorSync VendorSync Public

    Python

  4. avico78/ADI avico78/ADI Public

    Python