Hire the Best Delta Vision Chartist Specialists

Hello! I’m Ahsan Mehmood, a dedicated Data Annotation & AI Dataset Specialist with 5+ years of professional experience in image, video, and 3D annotation. I help AI companies, researchers, and data-driven startups build high-quality, model-ready datasets for machine learning and computer vision projects. I specialize in transforming raw images and videos into precisely labeled data enabling smarter AI models and more accurate results. My process combines attention to detail, consistency, and speed — ensuring every label adds real value to your project. 🔹 What I Offer ✔️Image & Video Annotation (Bounding Box, Polygon, Keypoint, Semantic Segmentation) ✔️3D & Dental Annotation ✔️Audio & Text Transcription for AI models ✔️Data Labeling, Categorization, and Quality Assurance ✔️Fact-Checking and Dataset Validation ✔️Object Detection & Image Classification 🔹 Tools & Platforms I Work With CVAT · Label Studio · Anylabeling · SuperAnnotate · VGG Image Annotator · Labelbox I easily adapt to client workflows and can work within any custom annotation environment you prefer. I’ve contributed to multiple large-scale datasets from autonomous driving and dental imaging to object recognition maintaining accuracy above 98%. 🔹 Why Clients Choose Me ✅ High accuracy with multiple quality-control passes ✅ Consistent communication & weekly reporting ✅ Flexible working hours (EST / PST compatible) ✅ Fast turnaround without compromising precision ✅ 100% data confidentiality and professionalism 🔹 About My Work Approach Every project begins with a sample batch this ensures alignment with your labeling guidelines and accuracy standards. Once approved, I maintain a structured workflow to scale the process efficiently. Whether it’s 100 images or 100,000 frames I handle each task with the same commitment to quality, clarity, and reliability.

With over 5 years of experience I specialize in annotating and labeling images for machine learning and AI applications. With a proven track record in creating accurate high-quality datasets across diverse domains.

Imagine spending thousands of dollars training an AI model—only to realize the labels were flawed. That’s where I come in. I’m 𝐁𝐞𝐡𝐳𝐚𝐝 𝐀𝐥𝐢 𝐊𝐡𝐚𝐧 and Founder of 𝐒𝐖𝐀𝐓𝐀𝐢, a data annotation and AI development platform trusted by AI startups and enterprises worldwide. With 4+ years of experience and a team of 178+ skilled annotators, I’ve personally led projects that helped train over 100 production-grade AI models from medical image segmentation, agriculture dataset annotations, AI-based electric poles condition monitoring system to autonomous vehicle perception systems. 🌐𝗪𝗵𝘆 𝗖𝗹𝗶𝗲𝗻𝘁𝘀 𝗧𝗿𝘂𝘀𝘁 𝗠𝗲: 𝗣𝗿𝗲𝗰𝗶𝘀𝗶𝗼𝗻-𝗟𝗲𝘃𝗲𝗹 𝗦𝗲𝗴𝗺𝗲𝗻𝘁𝗮𝘁𝗶𝗼𝗻: I specialize in polygonal, pixel-wise and semantic segmentation with an obsessive attention to detail. 𝗔𝗜-𝗔𝘄𝗮𝗿𝗲 𝗔𝗻𝗻𝗼𝘁𝗮𝘁𝗶𝗼𝗻: Unlike generic labelers, I understand the AI pipeline. I don’t just label, I label for performance. Every dataset is annotated with model training, accuracy and edge-case handling in mind. 𝗘𝗻𝘁𝗲𝗿𝗽𝗿𝗶𝘀𝗲-𝗦𝗰𝗮𝗹𝗲 𝗢𝗽𝗲𝗿𝗮𝘁𝗶𝗼𝗻𝘀: Delivered $500,000+ worth of labeled data to top AI companies (like Moonvalley, SaharLabs etc) with proven systems for scalability, security and deadlines. 𝗖𝘂𝘀𝘁𝗼𝗺 𝗧𝗼𝗼𝗹𝘀, 𝗥𝗲𝗮𝗹 𝗜𝗻𝘁𝗲𝗴𝗿𝗮𝘁𝗶𝗼𝗻: Worked across CVAT, Labelbox, SuperAnnotate, Roboflow and even client-specific proprietary tools. 🌐𝗦𝘁𝗼𝗿𝘆 𝗼𝗳 𝗚𝗿𝗼𝘄𝘁𝗵: What began as a solo freelancing gig on Fiverr has now become a global agency delivering AI-ready data for some of the most innovative companies on Earth. Now offering our services on Upwork as well. 🛠️𝗦𝗲𝗿𝘃𝗶𝗰𝗲𝘀 𝗜 𝗢𝗳𝗳𝗲𝗿: ✦ Image & Video Segmentation (polygon, semantic, instance-based) ✦ Bounding Box, Keypoint & Landmark Annotation ✦ Text & Audio Annotation (multilingual available) ✦ Dataset Cleaning, Structuring & Preprocessing ✦ Consultancy on AI Dataset Design and Labeling Strategies ✦ AI Model Training and development Image annotation, Bounding boxes, 3D boxes, Video annotation, instance and semantic, Object labeling/tagging,Segmentation, Polygons masks, Text annotation, Line annotation, Key Points annotation, Cuboids, Image classification and categorization.

I specialize in creating high-quality, custom image datasets for training AI and machine learning models. My work combines professional product photography with precise data annotation to help you build robust computer vision systems. What I offer: ✅ **Custom Image Capture** – I photograph individual objects, overlapping items, and complex scenes under controlled lighting conditions. Whether you need standardized product shots or varied lighting scenarios, I deliver consistent, high-resolution images tailored to your dataset requirements. ✅ **Data Annotation** – Using Labelbox, I provide accurate bounding box and polygon annotations for object detection, segmentation, and classification tasks. I understand the importance of clean, well-labeled data for model performance. ✅ **Versatile Subject Matter** – I can work with any physical objects you provide or source my own (e.g., groceries, tools, toys, packaging). Recent projects include datasets for retail inventory, autonomous checkout, and agricultural sorting. ✅ **End-to-End Service** – From photography to annotation, I handle the entire pipeline, saving you time and ensuring quality control at every step. I pay close attention to your annotation guidelines and can adapt to complex labeling schemas (occlusion, truncation, attributes). My goal is to deliver datasets that accelerate your AI development. Let’s discuss your project – I’m happy to provide samples and references.

👋 Hello! I’m a seasoned Data Annotation Expert with 5+ years of experience delivering premium-quality labeled datasets for machine learning and AI projects. My mission is to provide meticulously accurate annotations that help elevate your models to the next level. I combine expertise, precision, and speed to ensure you get the data you need — exactly how you need it. ✅ My Services: ✔️ Image and video annotation ✔️Object labeling/tagging ✔️instance and semantic Segmentation ✔️Polygons masks ✔️Bounding boxes ✔️Text annotation ✔️Line annotation ✔️Key Points annotation ✔️Cuboids, 3D boxes ✔️Image classification and categorization ✅ Why choose me? ✔ Highly trained data annotation team (up to 50 specialists for large-scale projects) ✔ Ability to provide annotation tools if required ✔ 100% quality assurance ✔ Free pilot projects to demonstrate capability ✔ Quick turnaround, regular updates, and responsive communication ✅ Tools I work with: ✔️CVAT ✔️Labelimg ✔️Roboflow ✔️ Label me ✔️Make sense.ai ✔️VGG(VIA) ✔️Client Specific Tool ✅ Data output formats supported: ✔️Pascal VOC ✔️YOLO ✔️JSON ✔️COCO Format ✔️CSV File ✔️Segmentation mask. 👉Let’s Collaborate! I know how vital high-quality annotated data is to your AI or ML pipeline. By partnering with me, you’ll get reliable, accurate data to maximize your project’s potential. Contact me today to discuss your data annotation needs

Most Machine Vision projects fail between the prototype and production. I've shipped 54+ that didn't. ⚙️YOLO Detection | Pose Estimation | Object Tracking | AI Agents | LLM Integration Sports & Fitness AI | CCTV & Surveillance AI | Retail AI | Healthcare AI You have a working concept... or a clear problem involving cameras, video, or image data. The challenge is making it fast, accurate, and stable under real-world conditions. Wrong framework choices. Inference too slow for live video. Models that break the moment lighting, angle, or environment changes. And systems that detect things but can't reason about them or act on them autonomously. That's exactly where most builds stall. I design and build real-time computer vision pipelines that go all the way... from model training to live deployment... and increasingly, from visual perception to autonomous AI agents that understand, decide, and narrate. LLM APIs (OpenAI, GPT-4o, Gemini, Claude) | AWS (EC2, S3, Lambda) | Azure Cloud Services | MLOps & API Integration | Model Deployment & Scaling While most CV engineers stop at training the model, I go further: → High-speed inference optimization using TensorRT, ONNX, OpenVINO, FP16/INT8 (up to 5× faster) → LLM agents integrated with vision pipelines for alerts, reasoning, and automation → Mobile AI deployment using Core ML (iOS) and TFLite (Android) with 10+ shipped apps → Edge AI deployment on Jetson, OpenVINO, CUDA, and embedded systems → End-to-end pipelines: data → training → optimization → real-time deployment Key Accomplishments: ⭐ $5M+ revenue from AI solutions ⭐ 100+ computer vision systems delivered ⭐ Built and launched 2 SaaS products ⭐ Real-time sports AI (7+ sports, 15+ teams) ⭐ 10+ mobile AI apps (iOS Core ML, Android TFLite) ⭐ Production AI for surveillance, industrial & safety use cases ⭐ Medical imaging AI deployed in 5+ hospitals ⭐ Up to 5× faster inference (ONNX, TensorRT, FP16/INT8) ⭐ Large-scale tracking & re-ID (1M+ labeled data) ⭐ Agentic AI systems for autonomous decision-making If you have read this far, please note that I appreciate you taking the time to learn about me. Personally, it’s been an amazing journey and knowledge exercise to get to this level of competence in AI and software development. Domain Expertise: ✅ athlete tracking | shot detection | scoring | drill analysis | pose estimation ✅ defect inspection | PPE compliance | staff monitoring | meter reading | quality control ✅ ANPR | crowd monitoring | people counting | intrusion detection | perimeter security ✅ tumor detection | ultrasound | X-ray/CT analysis | lesion segmentation | medical imaging ✅ aerial monitoring | traffic flow | license plate recognition | vehicle & accident detection ✅ customer analytics | receipt extraction | shelf monitoring | inventory tracking Tech Stack: YOLOv5–YOLOv8–YOLOv11, Detectron2, MMDetection, DeepSORT, StrongSORT, MediaPipe, OpenPose, Pose Estimation, Action Recognition, Segmentation (semantic & instance), OCR, anomaly detection, object tracking, PyTorch, TensorFlow, TFLite, Core ML, OpenCV, FastAPI, Flask, ONNX, TensorRT, OpenVINO, CUDA, AWS, Azure, GCP, edge AI, mobile AI, real-time inference, video analytics, AI automation, LLM integration (GPT-4o, Claude, Gemini, Groq), LangChain, LangGraph, CrewAI, RAG systems. 💬 If your project involves cameras, video, or images... and you need it fast, accurate, fully deployed, and intelligent enough to reason and act autonomously... I am the engineer you are looking for.