GSXRRR Freight Intel
Invisible tender-quotation engine: scrapes & compares 8 shipping lines at once. Up to 50% cost cut.
PythonLogisticsScraping
Player: AHMED SABRY · Class: AI Researcher / Cybersecurity Ninja · Quest: build smart logistics, hack things for good, and level up the web. Currently grinding: zero-trust ML pipelines & freight optimization.
Invisible tender-quotation engine: scrapes & compares 8 shipping lines at once. Up to 50% cost cut.
Full ERP: CRM, HR, payroll, docs, dashboards + satellite AIS vessel tracking, carrier-independent.
AI ops assistant for forwarders: quotes, docs, workflows, knowledge retrieval, automation.
May 2025 • AI Security
How data-poisoning attacks are mitigated with runtime model attestation.
Apr 2025 • Logistics AI
Fine-tuned LLM extracts HS codes from messy shipping docs — 70% less manual entry.
Occasional notes on research, open-source drops, and talks. No spam, ever.