Open to opportunities

Dhruvi Patel

@dhruvipatel5

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I build computer vision, geospatial AI, and generative systems for real-world visual automation.

India

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What I'm looking for

I'm looking to build scalable AI products, especially computer vision, generative AI, geospatial analysis, and intelligent end-to-end machine learning workflows.

I've built computer vision pipelines for Amnex Infotechnologies that turn high-resolution UAV imagery into actionable geospatial data for agriculture.

I architected a custom tree-detection model combining a PVT-v2 backbone with a YOLOv8 head, and developed DeepForest and custom YOLO pipelines for crop classification and agricultural monitoring. I also fine-tuned SAM3 for building-footprint extraction from UAV imagery.

At BISAG-N, Ministry of Electronics & IT, I developed and maintained a web-based Learning Management System using Java, Spring Boot, and MySQL.

My projects include an end-to-end AutoML pipeline for classification, regression, and clustering, plus Tryonix, an AI virtual try-on system using GANs, appearance-flow models, pose estimation, and TPS warping for faster edge-device inference.

Experience

Work history, roles, and key accomplishments

Data Scientist Intern

Amnex Infotechnologies Pvt. Ltd.

Jan 2025 - Jun 2025 (5 months)

Architected a custom tree detection model for high-resolution UAV imagery, integrating a PVT-v2 backbone with a YOLOv8 head. Developed deep learning pipelines for automated crop classification and agricultural monitoring, and fine-tuned SAM3 for building footprint extraction.

Python Deep Learning Computer Vision YOLOv8 PVT V2 DeepForest QGIS