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// Engineering Notes
Case Studies & Articles
In-depth documentation of private startup deployments, AWS zero-trust topologies, and domain-adapted LLM fine-tuning benchmarks (shared without exposing proprietary code).
010203
2026-08-05·7 min read
Solving Real-Time RTSP-to-WebRTC Video Latency & Keycloak Auth Bottlenecks
A practical engineering guide on solving sub-second video streaming latency from RTSP cameras to web interfaces, and handling high-concurrency Keycloak JWT authentication spikes.
DevOpsSecurityPythonDocker
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2026-06-15·8 min read
Architecting a Secure AWS Environment: Infrastructure as Code & VAPT Hardening
A comprehensive deep dive into designing enterprise-grade AWS cloud infrastructure using Terraform, Keycloak JWT containerization, isolated VPCs, and automated penetration testing.
AWSDevOpsTerraformSecurity
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2026-05-20·10 min read
Fine-Tuning LLMs for GDPR Compliance Detection in Complex Legal Texts
A deep dive into my Master's Thesis research at IU International University (Germany): Fine-tuning LegalBERT & LLaMA using LoRA parameter-efficient adaptation to detect GDPR compliance in privacy policies.
Applied AILLMPyTorchGDPR
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