Hello, Iām Sagnik
Systems Engineer and Developer
Software engineer who enjoys the overlap of systems, security, and AI. This space captures my work, experiments, and notes ā built with Astro, Tailwind, Shiki, and deployed with Cloudflare Pages
Security-minded systems development and experimenting with AI tooling and resilient infrastructure.
Writing in Markdown, shipped on Astro, deployed with Cloudflare Pages, integrated with Cloudflare analytics
Exploring simple, reproducible, and visual storytelling.
Building
Developing and testing products in the intersection between AI and security
Learning
Deepening Security and AI fundamentals
Sharing
Documenting processes and publishing posts regularly
Signals
š LinkedIn: sagnik-chakraborty2112
š§ Email: sagnikchakraborty212@gmail.com
š» GitHub: @RedFlame2112
Featured work
Projects in motion
GRADAR NIDS
Experimental network intrusion detection prototype exploring gradient-based anomaly scoring on Zeek flow data.
Depth-aware Neural Style Transfer
CS445 final project: MiDaS v3 depth + VGG19 style transfer with depth-dependent masks, per-layer stylization strengths, and normalized alpha blending for foreground/midground/background.
Latest writing