Skip to content
BackNov 7
Kimberly M.
Upwork badge

Kimberly M.

AI Data Annotation & QA Specialist | Computer Vision | GIS | Analyst

I have 5+ years of experience in AI data annotation, data labeling, quality assurance, data validation, computer vision, geospatial analysis, and data administration. I’ve worked on Upwork Enterprise and enterprise-level projects involving image, video, audio, text, speech, and geospatial datasets, where accuracy, consistency, confidentiality, and strict adherence to guidelines are essential. AI Data Annotation & QA ✔ AI/ML Data Annotation & Data Labeling ✔ Image, Video, Audio & Text Annotation ✔ AI Evaluation & Quality Assurance ✔ Data Validation & Ground Truthing ✔ Bounding Boxes, Polygons & Segmentation ✔ Object Detection & Image Classification ✔ Image Masking & Dataset Review ✔ Speech & Transcript Validation ✔ Podcast & Timestamp Annotation ✔ Content Classification & AI Evaluation Computer Vision & GIS My experience includes vehicle and object detection, License Plate Recognition (LPR), parking detection, EV charging stations, camera/image validation, image segmentation, ground-truth validation, and geospatial mapping. I have researched and validated parking data across the United States, Canada, and the United Kingdom, including parking facilities, street parking, rates, regulations, meters, EV parking, access-control systems, LPR/cameras, coordinates, and parcel research. Tools: CVAT • Label Studio • Labelbox • Roboflow • COCO Annotator • SAM (Segment Anything Model) • QGIS • Tableau • Regrid • Google Maps/Street View SEO & Website Optimization I also have knowledge of SEO and WordPress optimization, including Outrank and Rank Math, on-page SEO, keyword placement, content structure, meta titles/descriptions, headings, internal linking, and basic website optimization. Other Tools Microsoft 365: Excel • Outlook • Teams • Word • PowerPoint • OneNote • SharePoint Google Workspace: Sheets • Docs • Drive AI: ChatGPT • Claude • Microsoft Copilot Collaboration: Slack • Teams • Trello • WhatsApp Why Clients Work With Me ✔ 5+ years of data and AI-related experience ✔ Enterprise AI project experience ✔ Computer vision & geospatial expertise ✔ Strong attention to detail and analytical thinking ✔ Accurate and consistent work with large datasets ✔ Experienced with detailed annotation guidelines ✔ Human validation of AI-generated outputs ✔ Reliable, organized, and deadline-focused ✔ Comfortable handling confidential data ✔ Able to use sound judgment when guidelines don't cover every situation I’m also expanding my skills in Python, SQL, AI automation, prompt engineering, and machine learning. If you need a reliable specialist for AI data annotation, AI evaluation, computer vision, GIS/QGIS, geospatial data, data validation, SEO optimization, or data analysis, I’m ready to help. 𝙸'𝚍 𝚋𝚎 𝚑𝚊𝚙𝚙𝚢 𝚝𝚘 𝚑𝚎𝚕𝚙 𝚋𝚛𝚒𝚗𝚐 𝚢𝚘𝚞𝚛 𝚙𝚛𝚘𝚓𝚎𝚌𝚝 𝚝𝚘 𝚕𝚒𝚏𝚎.

🇵🇭Mabalacat City, Philippines$5/hr100% JSS4.95 (12)Since Oct 2020

Earnings and projects

MRR
$698

Last 6 months ÷ 6

World#63,714 / 412k
🇵🇭Country#12,574 / 56.3k
Revenue, last 30 days
$1k

Last 6 months: $4.2k

World#41,624 / 412k
🇵🇭Country#8,292 / 56.3k
Total earnings
$6.6k

Billed in all: $6.8k

World#231,551 / 412k
🇵🇭Country#36,794 / 56.3k
Per project
$313

$262 in the last 6 months

World#227,258 / 412k
🇵🇭Country#31,844 / 56.3k
Projects, last 6 months
16

Across 17 contracts

18% fixed82% hourly
World#8,872 / 412k
🇵🇭Country#324 / 56.3k
Projects in all
21

Across 25 contracts

16% fixed84% hourly
World#128,797 / 412k
🇵🇭Country#9,942 / 56.3k

Earnings, last 30 days

$6.8k+$1k earned in the last 30 daysBilled in all, before Upwork's fee · drag across the chart to see what was earned in any stretch
$5k$6k$7kOct 8Oct 23Nov 7

Skill rankings: Top 11% in JSON

Ranked by MRR among everyone on Upwork with the skill.

  1. #13GeoJSON67 freelancers · 🇵🇭 #2Top 19%
  2. #24Geolocation111 freelancers · 🇵🇭 #3Top 22%
  3. #28Robot Operating System176 freelancers · 🇵🇭 #1Top 16%
  4. #64Geospatial Data356 freelancers · 🇵🇭 #3Top 18%
  5. #78Microsoft Ads270 freelancers · 🇵🇭 #3Top 29%
  6. #94QGIS607 freelancers · 🇵🇭 #21Top 15%
  7. #128Spreadsheet Skills777 freelancers · 🇵🇭 #60Top 16%
  8. #143JSON1,293 freelancers · 🇵🇭 #8Top 11%