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Fiverr Pro
Italiano
$
USD
Rafi
@rafimahmud994
GIS Analyst
Bangladesh
Inglese, Bengali
Chi sono
I'm Rafi, a Geospatial Analyst with over 5 years of experience across numerous projects, I specialize in GIS analysis, remote sensing. I've worked on diverse projects ranging from urban planning and environmental assessment to infrastructure development and disaster management.
Competenze
Rafi
offline •
Tempo di risposta medio: 1 ora
Consulta i miei servizi
Geographic Information Systems (GIS)
I will do qgis mapping and spatial analysis
Deep learning
I will ai models for satellite and drone imagery
Portfolio
Esperienza lavorativa
GIS Analyst
DLR • Part time
Jan 2026 - Present • 8 mos
• Developed a dual-backbone deep learning fusion pipeline in PyTorch Lightning for urban tree health monitoring using stereo aerial RGBI imagery. • Reduced class imbalance (26:1 → 15:1) through label cleaning and recovering under-detected declining trees, and applied weighted sampling and focal loss to improve minority-class F1 by 65% (0.20 → 0.33). • Built an automated YOLO detection pipeline with SAHI tiling to generate tree crown annotations from large GeoTIFF surveys, with YOLOv12l reaching an F1 of 0.73. • Constructed geospatial preprocessing pipelines for spatial joins, CRS-consistent raster cropping, and multi-channel patch extraction. • Benchmarked encoder and fusion configurations to find optimal setups. • Performed data quality checks and geospatial validation using QGIS and Python to ensure dataset integrity.
GIS Analyst
OXG Glasfaser GmbH • Part time
Nov 2024 - Nov 2025 • 1 yr
• Improved operational efficiency by 20% through automated geospatial analysis using QGIS and Python to support fiber network deployment. • Performed cost-benefit analyses and site assessments to identify optimal deployment areas while navigating geographical constraints and market competition. • Developed Python-based geocoding tool for German addresses, reducing processing time by 30%.
