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.
Earnings and projects
Last 6 months ÷ 6
Last 6 months: $4.2k
Billed in all: $6,801$6.8k
$262 in the last 6 months
Across 17 contracts
Across 25 contracts
Earnings, last 30 days
Skill rankings: Top 11% in JSON
Ranked by MRR among everyone on Upwork with the skill.
- #13GeoJSON67 freelancers · 🇵🇭 #2Top 19%🇵🇭#2 of 3
- #24Geolocation111 freelancers · 🇵🇭 #3Top 22%🇵🇭#3 of 8
- #28Robot Operating System176 freelancers · 🇵🇭 #1Top 16%🇵🇭#1 of 3
- #64Geospatial Data356 freelancers · 🇵🇭 #3Top 18%🇵🇭#3 of 13
- #78Microsoft Ads270 freelancers · 🇵🇭 #3Top 29%🇵🇭#3 of 13
- #94QGIS607 freelancers · 🇵🇭 #21Top 15%🇵🇭#21 of 59
- #128Spreadsheet Skills777 freelancers · 🇵🇭 #60Top 16%🇵🇭#60 of 263
- #143JSON1,293 freelancers · 🇵🇭 #8Top 11%🇵🇭#8 of 42