Parcellar turns satellite imagery into field health, moisture, growth and yield insights for farmers, with AI crop analysis, reports and an AI assistant. I design and build it using Python, ML and LLMs.
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Built a modern Web GIS application for interactive spatial analysis, map visualization, and geospatial data comparison. The platform integrates mapping technologies, satellite imagery, and location-based analytics to help users explore geographic data and make informed decisions. Developed using GIS workflows, Python, and web mapping technologies for a responsive and user-friendly experience.
Deployed a cloud-native SIEM integrating Microsoft Azure infrastructure, Windows endpoints, Microsoft 365, and Defender XDR telemetry into a unified detection and response platform.
Wrote KQL analytics rules for real-time threat detection covering: privilege escalation, suspicious PowerShell execution, lateral movement via RDP and SMB, anomalous Azure AD sign-ins, and malware execution patterns. Automated incident response using Azure Logic Apps.
Reduced log ingestion costs by 20% through optimised data collection, balancing coverage against cost without losing detection fidelity.
Published full write-up on Medium: medium.com/@babsib2dk