Upskilled Consulting

Computer Vision · Machine Learning · Data Science

What We Bring

Specialized Expertise

Computer Vision & Remote Sensing

Transforming aerial imagery and geospatial data into actionable insights.

Machine Learning & AI

Custom ML solutions that solve real business problems.

Training & Consulting

Enterprise data science/analytics training and strategic technical guidance.

Selected Work

Research & Projects

Publication

Object Detection on Drone Orthomosaics with Meta's SAM

Published research on applying foundation models to geospatial imagery for precision agriculture. Presented at SciPy 2025 Conference.

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Speaking

Reimagining Mapping with AI and Scalable Technologies

Upcoming panel at Geo Week 2026 in Denver, discussing the intersection of AI, geospatial technology, and scalable solutions.

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Research

Mechanistic Interpretability for Vision Models

Investigating circuit extraction and activation patching techniques to understand how object detectors make decisions.

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Application

Custom Object Detector UI

This project allows our client to run object detection on massive drone "orthomosaics" — images typically too large to process, even with a powerful GPU — by wrapping a custom fine-tuned Faster R-CNN model and some API endpoints in a polished, modern interface. It handles tiled inference, automatic CRS reprojection, real-time progress updates, and interactive false positive removal, making the full pipeline user-friendly and accessible.

Case Study

About Us

Increasing Capacity

Transforming complex problems into practical data products through expertise in geospatial AI and interpretable vision models.

Upskilled Consulting specializes in applied machine learning, computer vision, and remote sensing solutions. We bring deep technical expertise combined with a track record of delivering results for enterprises and startups alike.

Our work spans from performing cutting-edge research to building production-ready systems. We've trained data scientists at Fortune 500 companies, delivered real business value via automation in precision agriculture-oriented enterpises, and contributed to advancing the field through published research and conference presentations.

200+
Students Trained
>95%
Satisfaction Rate
10+
Years Experience

Get in Touch

Let's Build Something

Have a project in mind or want to explore how AI can transform your operations? We'd love to hear from you.

get@upskilled.consulting