I am an AI Data Annotation and Data Labeling specialist delivering production-ready datasets for computer vision models. My expertise covers object detection, semantic segmentation, and instance segmentation across medical imaging, retail analytics, sports technology, and electronics schematics. Stop wasting weeks on model retraining due to poor labels. I provide 99.9% accurate data annotation and data labeling services that eliminate "garbage-in, garbage-out" errors. Whether you are building autonomous driving systems, medical AI (MRI/CT/DICOM), or retail analytics, I deliver pixel-perfect object detection and segmentation datasets. My Quality Guarantee as a Data Annotation Lead: Every data labeling batch undergoes multi-stage manual audit for 100% adherence to your guidelines. I verify all exports (YOLO, COCO JSON, Pascal VOC, XML) in target environments for immediate import-readiness. Specialized Data Annotation Workflows: * Semantic Segmentation & Instance Segmentation: Pixel-perfect masks using polygons and brushes for complex object boundaries * Object Detection: High-speed bounding boxes for YOLO (v5 through v11) and Pascal VOC * 3D Point Cloud & LiDAR: Precise cuboid placement and 3D segmentation for sensor fusion * Video & Temporal Tracking: Frame-by-frame annotation with consistent object IDs *Keypoint & Landmark: Sub-pixel accuracy for pose estimation (facial, hand, full-body) Industry-Specific Data Labeling Solutions: * Medical AI: MRI, CT, X-Ray, Ultrasound (HIPAA-aware workflows) * Retail Data Quality: SKU-level tagging, smart shelf annotation, product recognition * Sports Analytics: Player tracking, ball detection, pose estimation, field segmentation * Electronics & Schematics: PCB annotation, component labeling, circuit diagram segmentation * Automotive: Lane detection, pedestrian tracking, edge-case scenarios for ADAS * Agriculture/GIS: Aerial mapping, crop health analysis, polygon annotation Tools I Master for Data Annotation: CVAT, Label Studio, Labelbox, Roboflow. I can master your proprietary platform within 24 hours. Formats I Deliver for Every Object Detection Project: YOLO (v8-v11), COCO JSON, Pascal VOC XML, CSV, and custom formats. I am built for scale — 100 images or 100,000. I maintain strict accuracy standards and meet every deadline. Whether you need semantic segmentation, instance segmentation, or object detection, your data labeling is the strongest part of your pipeline. Ready to clean your training data? Click "Message" to discuss your project or request a free sample task.

Hi! I’m Mary Joy, a dedicated Virtual Assistant and Data Annotation Specialist with experience in administrative support, data entry, image, video, and text annotation for AI and machine learning projects. I help businesses stay organized by managing data, performing administrative tasks, conducting web research, and ensuring accurate content management across various platforms. I also have experience using annotation tools to deliver high-quality labeled datasets that meet project requirements. My skills include: • Virtual Assistance • Data Entry & Data Management • Image, Video & Text Annotation • AI Training Data Labeling • Web Research • Content Upload & Management • Email & Calendar Management • Microsoft Office & Google Workspace • CVAT & Label Studio • Administrative Support • Attention to Detail & Accuracy I am reliable, organized, and committed to delivering accurate, high-quality work on time. Whether you need assistance with daily administrative tasks or AI data annotation projects, I am ready to help your business succeed. Let’s work together and get the job done efficiently! 🚀

With 20+ years of experience, I help enterprises deploy production-ready AI solutions and transform their data operations for measurable business impact. I've partnered with top-tier brands including DXC, Lincoln National, Jackson National, and Cisco, delivering scalable, secure systems while translating complex technical concepts for executive stakeholders. • 𝐀𝐈 & 𝐌𝐚𝐜𝐡𝐢𝐧𝐞 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐄𝐱𝐩𝐞𝐫𝐭𝐢𝐬𝐞: I architect autonomous AI agent systems using Model Context Protocol (MCP), multi-agent orchestration (CrewAI, LangGraph, AutoGen), and agentic AI workflows. My core capabilities include generative AI modeling, deep learning, NLP, computer vision, and multimodal AI. I build production solutions with Python, LlamaIndex, LangChain, RAGs, Vector Databases, and prompt engineering. I integrate leading AI APIs (OpenAI, Anthropic, custom models) and provide AI data annotation, labeling, and strategy consulting that bridges technology and business requirements. • 𝐌𝐋𝐎𝐩𝐬 & 𝐃𝐚𝐭𝐚 𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 I design MLOps pipelines with CI/CD for ML, model monitoring, drift detection, and governance. On the data engineering side, I build robust ETL pipelines using Apache Airflow, Talend, AWS Glue, dbt, and Spark. I've architected data lakes and warehouses on AWS, Azure, and GCP with PostgreSQL, MySQL, MongoDB, and Cassandra, implementing real-time streaming (Kafka, Kinesis), data visualization, mining, and extraction. I create data-driven dashboards with Looker Studio, Power BI, Tableau, I also specialize in edge AI for IoT applications and AI-driven data automation. • 𝐀𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 & 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧 I create sophisticated workflow automation using n8n, Zapier, and Make, connecting AI capabilities with business systems. I build no-code/low-code solutions (Airtable, Notion) and develop full-stack applications with React and modern JavaScript frameworks, leveraging AI-assisted development for rapid iteration. • 𝐒𝐞𝐜𝐮𝐫𝐢𝐭𝐲, 𝐃𝐞𝐯𝐎𝐩𝐬 & 𝐂𝐨𝐦𝐩𝐥𝐢𝐚𝐧𝐜𝐞 I implement AI/ML security, Zero Trust architectures, and secure AI pipelines across cloud platforms. My DevOps expertise includes CI/CD, Docker, Terraform, and infrastructure automation. I create data-driven dashboards with Looker Studio, Power BI, Tableau, and Grafana. I ensure compliance with CMMI Level 5, SOC2, HIPAA, GDPR, ISO 27001, and PCI DSS for regulated industries. I excel at cross-functional collaboration and stakeholder communication. Whether you need an agentic AI architect, MLOps engineer, data engineering specialist, or end-to-end AI transformation partner, I'm ready to start immediately.

𝐌𝐨𝐬𝐭 𝐀𝐈 𝐚𝐮𝐭𝐨𝐦𝐚𝐭𝐢𝐨𝐧 𝐩𝐫𝐨𝐣𝐞𝐜𝐭𝐬 𝐟𝐚𝐢𝐥 𝐰𝐡𝐞𝐧 𝐭𝐡𝐞𝐲 𝐧𝐞𝐞𝐝 𝐭𝐨 𝐰𝐨𝐫𝐤 𝐢𝐧𝐬𝐢𝐝𝐞 𝐫𝐞𝐚𝐥 𝐛𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐰𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬. I design and build LLM-powered systems that automate business operations using RAG, AI agents, and custom backends. The goal is simple: reduce manual work, fit into how your team already operates, and build something people actually use day to day. 𝐖𝐡𝐚𝐭 𝐈 𝐛𝐮𝐢𝐥𝐝: - AI automation systems for business workflows - AI agents for support, operations, and internal tools - RAG-based knowledge systems connected to docs, PDFs, or databases - Chatbots that can take real actions, not just answer questions - Backend systems for LLM-powered applications, including APIs and integrations 𝐖𝐡𝐞𝐧 𝐜𝐥𝐢𝐞𝐧𝐭𝐬 𝐮𝐬𝐮𝐚𝐥𝐥𝐲 𝐫𝐞𝐚𝐜𝐡 𝐨𝐮𝐭: - When repetitive manual processes are slowing things down - When internal knowledge is scattered or hard to access - When support or operations need automation - When they want to add real AI functionality into an existing product - When previous AI solutions did not work in real-world usage 𝐇𝐨𝐰 𝐈 𝐚𝐩𝐩𝐫𝐨𝐚𝐜𝐡 𝐩𝐫𝐨𝐣𝐞𝐜𝐭𝐬: I focus on building systems that work in practice, not just demos. That means designing around your actual workflows, keeping the backend clean and maintainable, and making sure everything integrates properly with your tools and data. I also prioritize clear communication and iterative delivery. Most AI projects fail because of execution, not because the technology is lacking. My focus is making sure what we build actually works reliably once it is deployed. 𝐓𝐞𝐜𝐡 𝐬𝐭𝐚𝐜𝐤: LLMs and AI tools include OpenAI, Claude, Gemini, and Llama Frameworks include LangChain and LangGraph Vector databases include Pinecone, FAISS, and Chroma Backend development with Python, FastAPI, Flask, and Django Infrastructure and integrations using Docker, APIs, and AWS 𝐑𝐞𝐜𝐞𝐧𝐭 𝐰𝐨𝐫𝐤 - AI agents built for workflow automation - RAG systems connected to company knowledge bases - NLP-based clustering and data processing systems - Fixing and deploying dialogue systems - Personalization systems and machine learning pipelines If you are building something with AI, or trying to figure out the right way to approach it, feel free to message me with your use case. I can help you scope it properly and turn it into something that actually works. 𝐊𝐞𝐲𝐰𝐨𝐫𝐝𝐬 AI Engineer, LLM Engineer, Generative AI, AI Automation, AI Agents, Chatbot Development, RAG, Retrieval Augmented Generation, OpenAI API, Claude API, Gemini API, Llama, LangChain, LangGraph, Python, FastAPI, Backend Development, API Integration, Workflow Automation, NLP, Semantic Search, Vector Database, Pinecone, FAISS, ChromaDB, Knowledge Base Chatbot, PDF Chatbot, Embeddings, ML Pipeline, AI SaaS Development

AI Image Data Annotation & Collection Specialist experienced in creating accurate, high-quality datasets for computer vision and machine learning applications. Committed to precision, consistency, and delivering reliable training data for AI systems. Helping AI and computer vision teams build smarter models by delivering accurate image annotation, Data Entry, data collection, and quality-controlled training datasets. ---Skills--- Image Annotation Data Labeling Bounding Box Annotation Polygon Annotation Semantic Segmentation Image Classification Object Detection Data Collection Data Entry Data Validation Quality Assurance (QA) Dataset Management Data Cleaning Computer Vision Fundamentals AI Training Data Preparation Attention to Detail Accuracy and Consistency Annotation Tool Proficiency Time Management Microsoft Excel Team Collaboration Let's turn your data into AI-ready assets. Click 𝗜𝗻𝘃𝗶𝘁𝗲 𝘁𝗼 𝗝𝗼𝗯 or 𝗛𝗶𝗿𝗲 𝗡𝗼𝘄 to get started today. Best, Romasa

I’m a passionate Data Scientist and AI/ML Specialist with expertise in Computer Vision, NLP, and Deep Learning, Holding a BSc (Hons) in Computer Science with Artificial Intelligence at Coventry University. With hands-on experience in delivering AI-driven solutions for real-world challenges, I thrive at the intersection of innovation and practicality. At SPECTRIFYAI, I led a team to develop a computer vision system that automated tea leaf quality grading, reducing manual processing time by 40% while achieving 90%+ precision in object detection tasks. My work includes fine-tuning YOLO models, managing large-scale datasets, and collaborating cross-functionally to deploy scalable AI tools in agriculture. I’m adept at transforming raw data into actionable insights using Python, PyTorch, TensorFlow, and OpenCV, and I pride myself on delivering solutions that align with client goals. Whether it’s optimizing workflows, solving complex AI challenges, or building robust machine learning pipelines, I bring a blend of technical rigor and creative problem-solving to every project. Let’s collaborate to turn your vision into reality! Why Clients Choose Me: ✅ Proven Results: Improved model accuracy by 15%+ in industry-specific AI projects. ✅ Leadership: Managed teams of 7+ annotators to ensure high-quality deliverables. ✅ Full-Stack AI Skills: From EDA and model training to deployment and maintenance. ✅ Client-Centric Approach: Clear communication, transparency, and deadlines matter. Based in Sri Lanka, I work remotely with global clients and am fluent in English and Sinhala. Let’s build something impactful together! 🌟

👋 Hi there! I'm an AI Developer with expertise in image semantic segmentation, custom Object Detection, Real-Time Object Tracking, object counting, face recognition, pose estimation using YOLOv8, YOLOv9, Bytrack, and deepsort 💻. I also have research experience in image semantic segmentation utilizing vision transformers like ViTs Segformer and Swin Transformer, as well as CNNs such as YOLO, MobileNetv3, DeepLabV3+, and U-Net 🤖. I am experienced in Data Annotation & Image Annotation for AI, Machine Learning, and Computer Vision Projects. I help businesses in various industries create innovative applications using cutting-edge technologies 💡. My goal is to turn ideas into impactful solutions that improve business insights and affect strategic decisions 📈. Computer Vision 📷 - Custom Object Detection and Real-Time Object Tracking using YOLOv8 YOLOv9 and Bytrack deepsort - Object Recognition, Object counting, face recognition, pose estimation, facial recognition - Real-time Face Detection Recognition on custom data - Real-time car detection and object counting YOLOv9 Bytrack - Emotion Recognition, analyzing facial expressions - Inventory object recognition. object counting from vending machine YOLO Bytrack - Underwater Object Detection focusing on fish varieties - Image processing, OpenCV computer vision, object tracking, object recognition - Artificial intelligence, machine learning, deep learning, Vision Transformers (ViTs), Swin Transformer, DeepLab, YOLO SSD. - Object detection using YOLO, EfficientDet, Faster R-CNN, and object tracking with DeepSort - Automatic number plate recognition utilizing object detection techniques - Real-time pose estimation using OpenCV MediaPipe - Research experience in image semantic segmentation utilizing vision transformers like ViTs, Segformer, and Swin Transformer, as well as CNNs such as YOLO, DeepLabV3+, and U-Net - Pattern recognition, regression, disease diagnosis, detection, and classification Machine Learning & Deep Learning 🤖 Deep Learning (ViTs Segformer Swin-Transformer DeepLabV3+ UNet CNN YOLO GANs) Training/Testing Machine Learning models, and model evaluation Transfer Learning and Fine-tuning of pre-trained Models on Custom dataset Tools & Libraries 🛠️ Python (PyTorch, TensorFlow, NumPy, PyCharm, Jupyter, Kaggle, Colab) Libraries (OpenCV, Hugging Face, Mmsegmentation, NumPy, Keras, Pandas, Scikit Learn, Matplotlib, etc.) Services: 📊 Computer Vision / Image Processing / OpenCV Image Segmentation / Semantic Segmentation / Instant Segmentation Transformers / Vision Transformers / Attention Mechanism Machine Learning (ML) / Deep Learning (DL) Biomedical Image Processing Artificial Neural Network / Artificial Intelligence Image Annotation & Data Labeling (2D & video frames) Bounding Boxes (YOLO, Pascal VOC, COCO) Semantic Segmentation (Pixel-wise masks, polygons) Instance Segmentation Object Detection & Object Tracking (MOT, ID assignment) Data Entry (MS Word, MS Excel, MS PowerPoint, CSV, Google Doc ) PDF ( Conversion, Creating Fillable Form, Converting into Excel, Word, CSV ) #ComputerVision #ImageProcessing #Segmentation #SemanticSegmentation #ImageSegmentation #InstantSegmentation #YOLOv8 #VisionTransformers #ViTs #Segformer #SwinTransformer #SwinT #CNNs #DeepLearning #MachineLearning #ArtificialIntelligence #AI #ML #DL #OpenCV #Python #PyTorch #TensorFlow #Keras #ImageClassification #ObjectRecognition #SceneUnderstanding #ImageAnalysis #FeatureExtraction #PatternRecognition #ImageRestoration #ImageEnhancement #AutonomousVehicles #SurveillanceSystems #MedicalImaging #Robotics #AugmentedReality #VirtualReality #Polygones #Masks #ComputerVision #AIAnnotation #CVAT #LabelStudio #LabelImg #Roboflow #AnnotationServices Transformers, Vision Transformers, Attention Mechanism, Image classification, Object recognition, Scene understanding, Image analysis, Feature extraction, Pattern Recognition, Image restoration, Image enhancement, Image denoising, Image compression, Image retrieval, Facial recognition, Human-computer interaction, Autonomous vehicles, Surveillance systems, Medical imaging, Robotics, Image processing, Image segmentation, Object detection, Object tracking, Image recognition, Image classification, Scene understanding, Image analysis, Feature extraction, Pattern recognition, Image segmentation, Pixel-level classification, Object recognition, Scene understanding, Image analysis, Feature extraction, Pattern recognition, Object recognition, Object tracking, Image recognition, Image classification, Scene understanding, Image analysis, Feature extraction, Pattern recognition

I help businesses design, build, and scale AI-powered systems that reduce manual work, improve operational efficiency, and create measurable business outcomes. With over a decade of experience in software architecture, automation, and product development, I work with startups, agencies, and enterprise teams to transform ideas into production-ready solutions. What I Can Help With AI Strategy & Consulting • AI adoption roadmaps • Business process analysis • AI opportunity identification • LLM integration planning • AI product architecture • Technical feasibility assessments Automation & Workflow Engineering • End-to-end business process automation • AI-powered workflow design • Multi-agent systems • Email, CRM, Slack, Discord, and WhatsApp automation • Internal operations automation • Customer support automation AI Development • OpenAI, Anthropic, Gemini integrations • AI assistants and chatbots • Retrieval-Augmented Generation (RAG) • Knowledge base systems • AI-powered content generation • Custom AI applications System Architecture • Scalable cloud architecture • API design and integration • Microservices architecture • SaaS platform design • Database architecture • Security and deployment planning Automation Platforms • n8n • Zapier • Make • Custom automation frameworks • API-driven integrations Technical Expertise • AI & LLMs: OpenAI, Anthropic, Gemini • Backend: Node.js, Python • Frontend: React, Next.js • Databases: PostgreSQL, MySQL, MongoDB • Cloud: AWS • DevOps: Docker, CI/CD, Linux • Integrations: REST APIs, Webhooks, OAuth, Third-Party Services My Approach I focus on solving business problems, not just implementing technology. Every engagement begins with understanding: • Current workflows • Bottlenecks and inefficiencies • Business goals • Technical constraints • Scalability requirements The result is a solution that is practical, maintainable, and aligned with your business objectives. Whether you need an AI strategy, workflow automation, system architecture review, or a complete AI-powered platform, I can help you design and implement the right solution. Let's discuss your project and identify the most effective path forward.

If you’re looking for a professional 𝗗𝗮𝘁𝗮 𝗘𝗻𝘁𝗿𝘆 𝗦𝗽𝗲𝗰𝗶𝗮𝗹𝗶𝘀𝘁 who delivers accurate, high-quality results on time with minimal supervision, you’re in the right place. Hello! I’m Anas, an Expert Internet Research & Data Entry Specialist with more than 3+ years of experience managing CRM databases and handling all types of data entry and management tasks accurately and efficiently. 𝗦𝗲𝗿𝘃𝗶𝗰𝗲𝘀 𝗜 𝗢𝗳𝗳𝗲𝗿: ✓ Data Entry, ✓ Professional Data Entry, ✓ AppFolio Data Entry ✓ Data Collection, ✓ Data Mining ✓ Data Cleaning ✓ Data Updating ✓ Data Formatting ✓ Data Verification ✓ Data Migration ✓ Copy-Paste Tasks ✓ Document Conversion (PDF to Word/Excel) ✓ Bank Statement Data Entry ✓ AppFolio Property Listing ✓ Shopify Property Listing ✓ Invoice Data Entry ✓ Invoicing & Billing Data Entry ✓ Bookkeeping ✓ Quickbook ✓ Airtable Data Entry ✓ CRM Data Management ✓ Web Research ✓ Internet Research ✓ B2B Lead Generation ✓ Contact Info Research ✓ Email List Building ✓ Blog Posting ✓ Content Creation ✓ Data Annotation ✓ Data Labeling ✓ Basic Data Analysis & Processing Thank you for visiting my profile! Feel free to reach out anytime. I'm available 24/7 to assist you, and eager to be part of your next project! 🤝Let’s team up and make things happen! 📩 Send me an invite and let’s get started! Best Regards, Anas

AI Language Specialist (Telugu–English) | PhD | 450+ High-Quality Telugu Speech Conversations | Localization & Multimodal AI Experience I am a Doctorate with more than 10 years of freelancing experience in web research, data collection, academic sourcing, and data annotation. My professional background includes: • 16 years in the Save Grain Campaign, Department of Food, Government of India, promoting scientific storage techniques among farmers through training, demonstrations, and outreach. • 10 years in the Quality Control Cell, Department of Food, Government of India, ensuring accuracy and quality standards. • 5+ years in a Management & Research Institute, specializing in research, analysis, and technical reporting. On Upwork, I have worked with university professors, researchers, and business professionals on projects such as: • Internet and academic research (sourcing journal articles, fact-checking, business statistics) • Market, industry, and real estate research • US Census and government data extraction • Web scraping and automation (Excel VBA, Python) • Data analysis, reporting, and visualization in Excel • Health and nutrition research • Data annotation and image annotation (Loft 2.0, AnnotateNow, CVAT, and other tools) • AI Language Specialist (Telugu–English) Key Skills: ✔ Web Research & Academic Research ✔ Data Collection, Cleaning & Analysis ✔ Excel (Advanced Functions, VBA) & Python Automation ✔ Data Annotation / Image Annotation (AI/ML projects) ✔ Market & Industry Research ✔ Report Writing (Scientific & Technical) I am detail-oriented, reliable, and committed to delivering high-quality, well-structured, and actionable results to help clients achieve their goals.