Igor Ganapolsky

@igorganapolsky

Forward-Deployed Engineer | 15+ YOE Software, 6+ YOE AI/ML | Bridging models with customer impact.

Max Smith KDP LLC Florida, USA www.saasgrowthdispatch.com On GitHub since February 2010

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Published Tools

3 MCP Servers1 Skillacross 2 categories

MCP Server Submission: MCP Memory Gateway — persistent feedback memory for AI coding agents

IgorGanapolsky

https://github.com/IgorGanapolsky/mcp-memory-gateway

MCP Serveruncategorised

54 dirs

io.github.IgorGanapolsky/rlhf-feedback-loop

RLHF feedback loop for AI agents. Capture feedback, block mistakes, export DPO data.

MCP Serveruncategorised

51 dir

rlhf-feedback-loop

igorganapolsky

Feedback-Driven Development (FDD) for AI agents — capture preference signals, steer behavior via Thompson Sampling, and export KTO/DPO training pairs for downstream fine-tuning.

...more

Skilluncategorised

4327/wk2 dirs

mcp-memory-gateway

igorganapolsky

The Universal Context & Memory Layer for Model Context Protocol (MCP) Agents. Centralized hub to consolidate failures and enforce architectural guardrails.

...more

MCP ServerAI Automation

4656/wk2 dirs