Posts
All posts from William Zujkowski - security insights, AI/ML projects, and career development
AI Learning in Resource-Constrained Environments
Train AI models on resource-constrained hardware with quantization, pruning, and distillation—run GPT-3 capabilities 100x faster through compression.
The Pizza Calculator: Optimizing Team Fuel for Critical Development Sprints
Optimize team resource planning with data-driven pizza—calculate cost per square inch and maximize developer productivity during sprints.
AI Meets Edge Computing: Transforming Real-Time Intelligence
Deploy AI edge computing with YOLOv8 and TensorFlow Lite—achieve 15ms latency for real-time inference on Raspberry Pi with local processing for privacy.
AI: The New Frontier in Cybersecurity – Opportunities and Ethical Dilemmas
Deploy AI-powered cybersecurity with automated threat detection—achieve 73% accuracy in anomaly detection catching attacks SIEM systems miss.
Quantum Computing and Defense: The Double-Edged Sword of Tomorrow's Technology
Prepare for quantum computing threats with post-quantum cryptography—protect RSA and ECC encryption from quantum attacks using NIST-approved algorithms.
Preparing for the Quantum Leap: A Guide to Quantum-Resistant Cryptography
Implement quantum-resistant cryptography with NIST post-quantum algorithms. Future-proof encryption against quantum attacks using Kyber and Dilithium.
Learning from Nature: How Biomimetic Robotics is Revolutionizing Engineering
Design biomimetic robots inspired by nature—implement gecko adhesion, swarm intelligence, and soft robotics using billions of years of evolution.
Teaching AI Agents to Ask for Help: A Breakthrough in Human-Robot Interaction
Train embodied AI agents with vision, language, and physical interaction—build robots that learn from real environments using reinforcement learning.
Mastering Prompt Engineering: Unlocking the Full Potential of LLMs
Master prompt engineering with few-shot learning and chain-of-thought techniques—improve LLM response quality by 40% through systematic optimization.
Implementing Zero Trust Security: Never Trust, Always Verify
Deploy zero trust security with continuous verification and identity-centric controls—implement never-trust-always-verify for Federal EO 14028 compliance.