About Hammad
English
Native or bilingual
Experience
- University ProjectFire Crises Response AssistantTECHMay 2025 - December 2025 (7 months)Berlin, GermanyA domain-specific emergency response assistant built on fire protection and prevention principles following DEKRA and NEBOSH industry standards — not a generic chatbot.Core design principle: "Emergency response systems should be deterministic rather than probabilistic" — built on Rasa rules instead of stories to ensure consistent, reliable responses in safety-critical situations.The system models real fire engineering logic using Chemical Engineering principles relevant to fire protection, prevention and mitigation. Rasa NLU handles natural language understanding, with a Django backend, PostgreSQL database, and full Docker Compose setup with separate dev and production environments. Deployed on AWS EC2 behind Nginx with SSL.Author holds NEBOSH certification in fire safety and chemical engineering.
- SAS Technologies Pvt. LtdFull Stack DeveloperDIGITAL AND ITJanuary 2020 - December 2024 (4 years and 11 months)Berlin, GermanyRefactored and redesigned Cassandra data models to remove reliance on “ALLOW FILTERING”, modifying schemas across 500+ tables while preserving existing application behavior.Analyzed query patterns across features to prioritize high impact changes and execute schema updates in a phased manner, minimizing production risk.Designed and implemented user monetization and wallet flow, including logarithmic earnings logic. Stripe-based payments, balance-to-coin conversions, and debit/credit style transaction tracking.Implemented admin facing dashboards to monitor user earnings, transactions and monetization behavior with clear debit/credit visibility.Built time based scheduling logic for configurable, randomized UI interactions (daily, weekly, monthly) with enforced spacing and boundary constraints.Implemented real time features using WebSockets / Socket.IO.Implemented admin controlled frontend system including dynamic navigation, feature toggles and kill switches to safely manage production behaviors supported by scheduled backend jobs (CRON).Authored feature-based system documentation covering UI behavior, backend flow and data models.Currently developing a crisis-response conversational AI chatbot using Rasa, including intent modeling, dialogue flows,and Docker-based deployment with planned AWS hosting.
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Education
- MastersBerlin School of Business and Innovation2026Masters of Science in Artificial Intelligence