Sergey Nikitenko
AI Solutions Integrator & AI-Assisted Systems Developer
I architect, direct, and ship production software using AI-assisted development — connecting local and cloud LLMs to real systems: cybersecurity, data recovery, agent memory, and the web.
Skills
AI-assisted development (Cursor / Claude Code / Copilot)
Local + cloud LLM integration
Model Context Protocol (MCP)
Tool-calling / agent orchestration
Python glue code
JSON-RPC & REST APIs
RAG / memory & recall
Linux / KVM / libvirt
Windows internals (Sysmon)
Filesystem forensics (MFT / carving)
Security architecture & sandboxing
Experience
Siemens Mobility — Data Analyst / Operational Services Specialist
Feb 2021 – Present
- Built a Power BI KPI report to track and visualize key operational metrics for leadership.
- Designed a red-tag tracking tool in Microsoft Lists, automated with Power Automate flows to streamline tracking and notifications.
- Automated Excel data-tracking workbooks with VBA, replacing manual data entry and processing.
Projects
Argus — Hybrid AI Cybersecurity Platform
EDR · malware detonation sandbox · local/cloud LLM adjudication
- Windows threat-detection engine: heuristic scoring, hot-reloadable rules, Sigma generation, semantic memory.
- Hybrid AI layer routing high-risk events to local models (Ollama / LM Studio) and cloud APIs for structured verdicts.
- CAPE/Cuckoo-style detonation chamber: KVM Windows guest, Sysmon telemetry, FakeDNS sinkhole, snapshot-revert, layered kill-switches.
Salvage — Low-Level Data Recovery
raw-sector access · MFT parsing · file carving
- Recovers deleted and corrupted files from raw disk sectors, NTFS MFT, and signature carving.
- HTTP dashboard with live scan state, stall detection, and auto-cancellation.
Akashic Aurora — Agent Memory System (contribution)
open-source fork · MCP server · outcome-credited recall
- Contributed to an existing open-source multi-agent memory platform (fork of balanced7).
- Built an MCP server, outcome-credited recall, and a DeepSeek Harness integration plugin.
Coloring Book Web Portal
headless web · affiliate API integration
- Custom web catalog hosting coloring books with Amazon affiliate links and an admin panel.