Amol M.

Key Skills

Software

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Top Subject Matter

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Top Data Types

Audio

Geospatial Tiled Imagery

Image

Top Task Types

Geocoding

Polygon

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Freelancer Overview

What sets me apart is my ability to combine subject-matter expertise with strong attention to detail and quality standards. I understand real-world real estate terminology, buyer/seller intent, and regulatory nuances, allowing me to identify edge cases, reduce labeling ambiguity, and improve model performance. I am experienced working with annotation guidelines, feedback loops, and quality checks, and I adapt quickly to evolving taxonomies and model requirements. This blend of industry insight and data rigor enables me to produce high-quality training data that directly improves AI systems used in property search, valuation, recommendation engines, and customer engagement platforms. With the background of urban planning I understand complex datasets involving property attributes, satellite imagery, maps, zoning codes, and socioeconomic indicators.

Education

Work History