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avigdorsky/README.md
Avigdor Belostotsky-kapger

AVAREANGE Telegram Email Profile views


root@avigdorsky:~$ neofetch

   ██████╗ ██╗   ██╗    avigdor@avareange
  ██╔══██╗██║   ██║    ---------------------------------------------
  ███████║██║   ██║    Role ......: Co-founder @ AVAREANGE · full-stack dev & researcher
  ██╔══██║╚██╗ ██╔╝    Coding ....: since 2008 · full-stack all the way
  ██║  ██║ ╚████╔╝     Focus .....: AI agents · ML / CV · cybersecurity
  ╚═╝  ╚═╝  ╚═══╝      Also ......: CTO @ CyberSaver (cybersaver.io)
                       Education .: Ph.D. (Eng.) · MIPT (Phystech) · MEPhI (cybersecurity) · Tsinghua
                       Location ..: Tel-Aviv (Arctic-born)
                       Shell .....: zsh + LangGraph + Telegram
                       Uptime ....: 5 countries · 3 startups · ∞ coffee

🎯 Mission

Reduce human cyber risk with AI agents. People are the #1 attack surface. AVAREANGE is an AI-first platform that gives companies a virtual CISO, continuous human-risk scoring, phishing & social-engineering simulations, GRC/SOAR/SAT — in one OS.


🧭 Path

a1b2c3d  2008      first lines of code — self-taught from books, before owning a computer
b2c3d4e  MIPT      Moscow Institute of Physics and Technology (Phystech)
c3d4e5f  MEPhI     National Research Nuclear University — cybersecurity
d4e5f6g  Tsinghua  postgraduate research, Beijing
e5f6g7h  Ph.D.     Candidate of Engineering Sciences
f6g7h8i  now       Co-founder @ AVAREANGE · CTO @ CyberSaver · full-stack dev & researcher

🚀 Products

🛡️ AVAREANGE — Human Security OS prod

Turn employees into the first line of cyber defense in 2 weeks. Listed in the Russian Unified Software Registry. Customers report 5× fewer human-caused incidents and −70% attack risk.

Module What it does
📊 Human-risk scoring Behaviour-based risk model per employee / department
🎣 Phishing simulations Automated pentest of people: email, attachments, messengers
🎓 LMS + monitoring SCORM courses, real-time dashboards and analytics
🤖 AI phishing analyst Chat-bot, mail plugin and browser extension that scores suspicious content
🏢 Org & access Org hierarchy, LDAP / AD / SSO / 2FA integrations
🧩 MSSP panel Multi-tenant console for managed-security partners dev

🎮 CyberSaver / Киберзащитник — pet project, CTO active

Gamified mobile app that makes anyone a conscious, protected user: AI assistant that scores suspicious messages & links (1–10), 3–5-minute courses, mini-games, XP · badges · leaderboards. iOS · Android · RuStore. Swift · Kotlin · LLM agents.

🧰 Stack

ai_agents:
  runtime:      [LangGraph, LangChain, MCP servers & tools, multi-agent orchestration]
  patterns:     [agentic RAG, graph-RAG (Apache AGE + pgvector), tool-use, long-term memory, evals, guardrails]
  models:       [self-hosted LLMs via vLLM, Qwen, DeepSeek, GigaChat, Claude, GPT]
ml:
  frameworks:   [PyTorch, HuggingFace Transformers, scikit-learn, sentence-transformers]
  cv:           [OpenCV, YOLO / detection & tracking, OCR pipelines, image classification]
  nlp:          [phishing / social-engineering classification, human-risk scoring, anomaly detection, RU-language NLP]
  ops:          [fine-tuning & LoRA, embeddings, evaluation pipelines, on-prem inference]
full_stack:
  languages:    [Python, TypeScript, Go, Swift, Kotlin, Bash]
  backend:      [FastAPI, Node.js, event-driven microservices, REST / gRPC / WebSockets]
  frontend:     [React, Next.js, TypeScript]
  mobile:       [Swift / iOS, Kotlin / Android]
  data:         [PostgreSQL, Apache AGE (graph), pgvector, Redis, Kafka]
  messaging:    [Telegram Bot API, MTProto, webhooks, browser extensions, mail plugins]
security:
  networks:     [TCP/IP, TLS, DNS, packet analysis (Wireshark), network hardening, VPN topologies]
  offense:      [phishing & social-engineering simulations, OSINT, red-team automation]
  defense:      [threat intel, malware / exploit analysis, detection engineering, human-risk analytics]
  appsec:       [OWASP ASVS / MASTG, web & mobile security, reverse engineering basics]
  devsecops:    [Docker, Kubernetes, GitHub Actions, self-hosted Gitea inside VPN, Nginx, Linux]
stack icons



LangGraph LangChain MCP HuggingFace vLLM OpenCV Apache AGE pgvector Telegram OWASP OSINT Gitea Obsidian


⚡ Now

+ shipping   AVAREANGE — AI phishing analyst & human-risk scoring
+ building   MSSP client panel · CyberSaver mobile app
+ exploring  agentic RAG over graph + vectors (Apache AGE + pgvector)
+ reading    Human Risk Management · cognitive science · threat intel
! skeptical  of hype — speed, leverage, execution

📈 Activity

streak




🐍 Contributions

contribution snake


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