🚀 Data Strategist | AI/ML Dataset Operations | Image Annotation Expert | Fashion & Lifestyle AI Hi, I’m Hemss – a data services specialist with 5+ years of experience delivering high-quality AI/ML datasets for global clients in fashion, lifestyle, and tech. I’ve led end-to-end data operations across 20+ international cities, managing everything from real-world image/video collection to expert-level annotation, cleaning, and enrichment. Whether it’s building structured datasets for computer vision models, coordinating international teams for data capture, or powering fashion-tech insights — I ensure precision, scalability, and fast delivery. 🔹 Core Expertise: Image & Video Data Collection (real-world, crowdsourced, event-based) Data Annotation & Segmentation (bounding boxes, polygons, keypoints, garment labeling) Web Scraping / Data Enrichment (fashion websites, retail, lifestyle) Dataset Structuring, Cleaning, Bias Mitigation Project Management across EU, US, MENA, and Asia 🔹 Tools & Platforms: Labelbox, CVAT, V7, Roboflow, Python (basic), Google Workspace, Notion, Trello Let’s collaborate if you're building the next big AI model and need data that’s smart, scalable, and human-verified. 📩 Available for short-term and long-term contracts.

Hemansi Makwana

🚀 Data Strategist | AI/ML Dataset Operations | Image Annotation Expert | Fashion & Lifestyle AI Hi, I’m Hemss – a data services specialist with 5+ years of experience delivering high-quality AI/ML datasets for global clients in fashion, lifestyle, and tech. I’ve led end-to-end data operations across 20+ international cities, managing everything from real-world image/video collection to expert-level annotation, cleaning, and enrichment. Whether it’s building structured datasets for computer vision models, coordinating international teams for data capture, or powering fashion-tech insights — I ensure precision, scalability, and fast delivery. 🔹 Core Expertise: Image & Video Data Collection (real-world, crowdsourced, event-based) Data Annotation & Segmentation (bounding boxes, polygons, keypoints, garment labeling) Web Scraping / Data Enrichment (fashion websites, retail, lifestyle) Dataset Structuring, Cleaning, Bias Mitigation Project Management across EU, US, MENA, and Asia 🔹 Tools & Platforms: Labelbox, CVAT, V7, Roboflow, Python (basic), Google Workspace, Notion, Trello Let’s collaborate if you're building the next big AI model and need data that’s smart, scalable, and human-verified. 📩 Available for short-term and long-term contracts.

Available to hire

🚀 Data Strategist | AI/ML Dataset Operations | Image Annotation Expert | Fashion & Lifestyle AI

Hi, I’m Hemss – a data services specialist with 5+ years of experience delivering high-quality AI/ML datasets for global clients in fashion, lifestyle, and tech. I’ve led end-to-end data operations across 20+ international cities, managing everything from real-world image/video collection to expert-level annotation, cleaning, and enrichment.

Whether it’s building structured datasets for computer vision models, coordinating international teams for data capture, or powering fashion-tech insights — I ensure precision, scalability, and fast delivery.

🔹 Core Expertise:

Image & Video Data Collection (real-world, crowdsourced, event-based)

Data Annotation & Segmentation (bounding boxes, polygons, keypoints, garment labeling)

Web Scraping / Data Enrichment (fashion websites, retail, lifestyle)

Dataset Structuring, Cleaning, Bias Mitigation

Project Management across EU, US, MENA, and Asia

🔹 Tools & Platforms:
Labelbox, CVAT, V7, Roboflow, Python (basic), Google Workspace, Notion, Trello

Let’s collaborate if you’re building the next big AI model and need data that’s smart, scalable, and human-verified.

📩 Available for short-term and long-term contracts.

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Experience Level

Language

English
Fluent

Work Experience

Freelancer at Private
January 1, 2023 - June 11, 2025

Education

Computer Engineering at Darshan insitute
July 1, 2017 - June 11, 2021

Qualifications

Add your qualifications or awards here.

Industry Experience

Software & Internet