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𝗖𝗼𝗺𝗽𝘂𝘁𝗲𝗿 𝗩𝗶𝘀𝗶𝗼𝗻 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿 | 𝗢𝗯𝗷𝗲𝗰𝘁 𝗗𝗲𝘁𝗲𝗰𝘁𝗶𝗼𝗻 | 𝗬𝗢𝗟𝗢 | 𝗢𝗽𝗲𝗻𝗖𝗩 | 𝗣𝘆𝗧𝗼𝗿𝗰𝗵 | 𝗖𝗡𝗡 I’m a Computer Vision & AI Engineer specializing in building practical AI solutions for images, video, and visual data. My expertise includes OpenCV, PyTorch, YOLO, CNNs, Vision Transformers, OCR, object detection, object tracking, classification, and AI video analytics. I work across the complete computer vision workflow → data preparation, annotation, model development, evaluation, optimization, and inference with a focus on accurate, efficient, and real-world solutions. ━━━━━━━━━━━━━━━━━━━━ ▸ 𝗪𝗛𝗔𝗧 𝗜 𝗕𝗨𝗜𝗟𝗗 ━━━━━━━━━━━━━━━━━━━━ ◆ Object Detection & Classification → YOLO-based detection → CNN-based classification → Multi-class object detection → Real-time image & video detection ◆ Object Tracking & Video Analytics → Multi-object tracking → Detection + tracking pipelines → Real-time video analytics → Activity and event analysis ◆ Computer Vision Research → CNN & Vision Transformer research → Model experimentation and benchmarking → Ensemble modeling → Dataset preparation and evaluation ◆ OCR & Visual Intelligence → Text detection and recognition → Image/document text extraction → OCR preprocessing → Visual data analysis ◆ Image & Video Annotation → Object detection annotation → Classification datasets → Image/video labeling → Dataset quality control ━━━━━━━━━━━━━━━━━━━━ ▸ 𝗖𝗢𝗥𝗘 𝗧𝗘𝗖𝗛 𝗦𝗧𝗔𝗖𝗞 ━━━━━━━━━━━━━━━━━━━━ ✔ Python ✔ OpenCV ✔ PyTorch ✔ YOLO ✔ CNN / Convolutional Neural Networks ✔ Vision Transformers (ViT) ✔ Object Detection ✔ Object Tracking ✔ Object Classification ✔ OCR ✔ Ensemble Modeling ✔ Image & Video Annotation ✔ AI Video Analytics → Data → Annotation → Training → Evaluation → Inference → Optimization ━━━━━━━━━━━━━━━━━━━━ ▸ 𝗜𝗡𝗗𝗨𝗦𝗧𝗥𝗜𝗘𝗦 𝗦𝗘𝗥𝗩𝗘𝗗 ━━━━━━━━━━━━━━━━━━━━ ◆ Security & Surveillance → video monitoring, detection & tracking ◆ Retail & E-commerce → product detection & visual analytics ◆ Manufacturing → visual inspection & automated detection ◆ Healthcare & Medical Imaging → image analysis & computer vision research ◆ Transportation → vehicle detection & tracking ◆ Research & Academia → computer vision research, datasets & model evaluation ━━━━━━━━━━━━━━━━━━━━ ▸ 𝗪𝗛𝗬 𝗖𝗟𝗜𝗘𝗡𝗧𝗦 𝗖𝗛𝗢𝗢𝗦𝗘 𝗠𝗘 ━━━━━━━━━━━━━━━━━━━━ ✔ End-to-End Expertise → From raw visual data to a working computer vision pipeline. ✔ Modern AI Stack → YOLO, CNNs, Vision Transformers, PyTorch, OpenCV and OCR. ✔ Research + Development → Comfortable with both research-driven projects and practical AIapplications. ✔ Performance Focus → Attention to accuracy, inference speed, reliability, and scalability. ✔ Clear Communication → Technical work explained clearly, with focused deliverables and progress updates. ━━━━━━━━━━━━━━━━━━━━ ▸ 𝗥𝗘𝗖𝗘𝗡𝗧 𝗪𝗜𝗡𝗦 ━━━━━━━━━━━━━━━━━━━━ ◆ Built YOLO-based object detection solutions for image and video analysis. ◆ Developed real-time detection and tracking workflows for video analytics. ◆ Worked with CNN and Vision Transformer architectures for visual classification and research. ◆ Developed OCR pipelines for extracting information from visual data. ◆ Applied ensemble modeling to improve computer vision model performance. ◆ Worked across the complete workflow → annotation, preprocessing, training, evaluation, inference, and optimization. Looking for a Computer Vision Engineer to build or improve your AI vision system? → Send me your dataset, research problem, object detection requirement, OCR task, or video analytics project I’ll help turn your computer vision requirement into a practical and reliable AI solution. ➤ 𝗞𝗘𝗬𝗪𝗢𝗥𝗗𝗦 Computer Vision, Computer Vision Engineer, AI Engineer, OpenCV, PyTorch, YOLO, CNN, Vision Transformer, Object Detection, Object Tracking, Object Classification, OCR, AI Video Analytics, Computer Vision Research, Deep Learning, Ensemble Modeling, Image Annotation, Video Annotation, Image Processing, Video Processing

A results-driven AI Engineer with 10+ years of experience delivering production-ready Machine Learning, Computer Vision, Deep Learning, and NLP solutions for startups, enterprises, and research-driven organizations. I help businesses automate processes, extract insights from data, and deploy scalable AI systems that create measurable business impact. 🤖 Machine Learning & Deep Learning Supervised & Unsupervised Machine Learning models Deep Learning architectures using PyTorch & TensorFlow Image Classification & Feature Extraction pipelines Object Detection & Tracking using YOLO Time-Series Forecasting & Predictive Analytics Model Optimization, Hyperparameter Tuning & Cross-Validation High-performance model training for real-world deployment 👁️ Computer Vision Real-time Object Detection, Counting & Tracking Pose Estimation & Action Recognition systems Face Recognition & Face Verification pipelines Image Segmentation & Keypoint Detection OCR (Optical Character Recognition) & Image Synthesis OpenCV-based real-time Computer Vision pipelines Production-ready Computer Vision systems for edge & cloud 📝 Natural Language Processing (NLP) Sentiment Analysis & Text Classification Chatbots & Conversational AI systems Text Generation, Translation & Summarization Custom NLP pipelines using Transformers (BERT-style models) End-to-end NLP model development & optimization 🏥 Industry & Applied AI Solutions Medical Imaging & Diagnostic AI solutions Smart Surveillance & Vision Analytics platforms Retail & Manufacturing Automation using AI AI-powered Business Intelligence & Data Analytics Custom AI Use-Case Definition & Technical Roadmapping 🛠️ Tech Stack Languages & Frameworks Python TensorFlow, Keras, PyTorch Scikit-learn, NumPy, Pandas, SciPy OpenCV, Matplotlib Databases MySQL MongoDB Firebase SQL & PandasQuery ⭐ Why Clients Choose Me ✅ Clear communication & fast response ✅ Production-ready, well-documented code ✅ Strong research + real-world deployment experience ✅ ROI-driven AI solutions ✅ Long-term project & startup collaboration mindset 🚀 How I Can Help You Define the right AI strategy for your business Build custom ML / CV / NLP models Improve accuracy, speed & scalability of existing systems Deploy AI solutions to cloud or edge devices End-to-end AI project execution 🤝 Let’s Work Together If you’re looking for a reliable AI Engineer who understands both technology and business, send me a message. I’m ready to transform your idea into a high-performing AI solution.

AI & Machine Learning Engineer | NLP | Generative AI | LLMs | Prompt Engineering | Data Science I help businesses build intelligent systems that work — at scale, in production, and with measurable results. With 3+ years of hands-on experience as an ML and AI Engineer, I specialize in: ✅ Machine Learning & Predictive Modeling — Building and deploying ML models using Python, TensorFlow, Scikit-learn, and PyTorch for regression, classification, forecasting, and recommendation systems. ✅ Generative AI & LLMs — Developing RAG pipelines, AI chatbots, and custom LLM applications using OpenAI GPT, LangChain, and Hugging Face Transformers. Fine-tuning models for domain-specific tasks. ✅ NLP & Text Analytics — Sentiment analysis, topic modeling, text classification, named entity recognition (NER), and document processing pipelines. ✅ AI Engineering & MLOps — End-to-end AI system design, REST API development with FastAPI/Flask, model deployment on AWS/Azure/GCP, and CI/CD for ML pipelines. ✅ Prompt Engineering — Crafting optimized prompts for GPT-4, Claude, and other LLMs to maximize accuracy, relevance, and brand alignment for business applications. ✅ Computer Vision — Object detection (YOLO), image segmentation, OCR, and real-time video analytics systems. ✅ Data Analytics & Visualization — Power BI dashboards, SQL-based data pipelines, and actionable business intelligence reports. Tech Stack: Python | TensorFlow | PyTorch | Scikit-learn | LangChain | OpenAI API | Hugging Face | FastAPI | Flask | AWS | Azure | SQL | Power BI | Docker I hold a PhD in Data Science (University of Canterbury) and an MPhil in Computer Science (Quaid-e-Azam University), plus certifications from DeepLearning.AI and AWS. Whether you need an ML model built from scratch, an AI chatbot integrated into your product, or a full generative AI pipeline — I deliver production-ready solutions, not just experiments. Let's build something intelligent together.

I help AI teams build production-ready datasets and training computer vision models that actually work in the real world from precise image annotation to end-to-end object detection pipelines using YOLO. With a Mathematics degree (KIU) and an AI & Data Science diploma (NUST), I bring engineering-level rigor to every dataset I touch — not just raw labeling. What I deliver Data Annotation & Labeling Bounding boxes, polygons, semantic & instance segmentation, video tracking , keypoint annotation, and 3D bounding box labeling. I work with CVAT, LabelMe, Roboflow, and SuperAnnotate, and deliver in COCO, Pascal VOC, MOT and YOLO formats. Computer Vision & Model Training Object detection and image classification using YOLOv8/v9, OpenCV, TensorFlow, and PyTorch. I've built systems for weld defect detection, grapevine segmentation, and architectural floor plan analysis. AI Training Data Pipelines Dataset cleaning, preprocessing, augmentation, and quality validation — optimized for model convergence. I understand what makes a dataset trainable, not just labeled. ── Why clients trust me ── - 5-star rated on Upwork with proven delivery - Former CTO with hands-on experience building AI products - IBM & Google certified in Machine Learning and Data Analytics - Fast turnaround with 0–4 hour response time Ready to build a dataset that trains well? Click "Invite to Job" and let's scope your project.

I build production-ready computer vision systems for object detection, tracking, OCR, image processing, and real-time video analytics. I am a Top Rated Plus Computer Vision Engineer with 6+ years of experience, 100% Job Success, and more than 1,800 hours completed on Upwork. I help startups, engineering teams, and businesses turn images, videos, CCTV streams, camera feeds, and documents into accurate and maintainable AI solutions. My main services include: • Custom YOLO object detection and segmentation • Multi-object tracking with ByteTrack, DeepSORT, and StrongSORT • Real-time CCTV, RTSP, webcam, and video analytics • People, vehicle, product, and object counting • OCR and document information extraction • Image registration, alignment, stitching, and reconstruction • Face recognition and emotion analysis • Human pose estimation and activity tracking • Model training, fine-tuning, and optimization • FastAPI, Docker, and AWS deployment I can support the complete computer vision development process: • Technical feasibility and dataset assessment • Data preparation and annotation strategy • Model training and evaluation • Accuracy and inference-speed improvement • Failure-case testing • Real-time image and video pipelines • API development and cloud deployment • Clean source code and documentation Recent projects include real-time video intelligence, CCTV analytics, object detection and tracking, engineering-drawing reconstruction from noisy image tiles, OCR and document processing, face authentication, emotion analysis, and pose-tracking systems. My technology stack includes Python, OpenCV, PyTorch, TensorFlow, Ultralytics YOLO, ByteTrack, DeepSORT, StrongSORT, PaddleOCR, EasyOCR, MediaPipe, FastAPI, Docker, and AWS. I focus on complete working solutions, not only model training. This includes reviewing the data, selecting the right technical approach, testing difficult cases, building the processing pipeline, and preparing the system for deployment. Send me a few sample images or videos and explain your expected output. I will review the requirements, identify the main technical risks, and recommend a practical first milestone.

𝐓𝐫𝐚𝐧𝐬𝐟𝐨𝐫𝐦 𝐘𝐨𝐮𝐫 𝐁𝐮𝐬𝐢𝐧𝐞𝐬𝐬 𝐰𝐢𝐭𝐡 𝐏𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧-𝐑𝐞𝐚𝐝𝐲 𝐀𝐈 𝐒𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬 | 𝟓𝟎+ 𝐏𝐫𝐨𝐣𝐞𝐜𝐭𝐬 𝐃𝐞𝐥𝐢𝐯𝐞𝐫𝐞𝐝 I am an AI/ML engineer specializing in end-to-end artificial intelligence development — from concept to deployed, scalable systems that solve real business problems. With 8+ years building machine learning, deep learning, and generative AI solutions for global clients (including Huawei and Turing), I deliver reliable, production-grade systems — not just prototypes. 𝐖𝐡𝐚𝐭 𝐒𝐞𝐭𝐬 𝐌𝐞 𝐀𝐩𝐚𝐫𝐭: ✓ Full-stack AI delivery: requirements → architecture → deployment → maintenance ✓ Battle-tested across 50+ international projects ✓ Focus on business impact, not just technical complexity ✓ Clear communication and rapid iteration cycles 𝐂𝐨𝐫𝐞 𝐓𝐞𝐜𝐡𝐧𝐢𝐜𝐚𝐥 𝐂𝐚𝐩𝐚𝐛𝐢𝐥𝐢𝐭𝐢𝐞𝐬: Computer Vision & Image Processing: Object detection | Image classification | ANPR systems | Face recognition | Video analytics | Image segmentation | OCR | Real-time tracking Natural Language Processing & LLMs: Chatbot development | RAG systems | LLM fine-tuning | Text generation | Sentiment analysis | Document summarization | Named entity recognition | GPT/Claude integration Audio & Speech Technologies: Automatic speech recognition (ASR) | Text-to-speech (TTS) | Speaker identification | Audio classification | Voice cloning | Noise reduction 𝐓𝐞𝐜𝐡 𝐒𝐭𝐚𝐜𝐤:Python | TensorFlow | PyTorch | Keras | Scikit-learn | Hugging Face | LangChain | OpenAI API | FastAPI | Flask | Docker | AWS | Azure 𝐃𝐞𝐥𝐢𝐯𝐞𝐫𝐲 𝐀𝐩𝐩𝐫𝐨𝐚𝐜𝐡:I take full ownership — understanding your use case, recommending the right approach, building the solution, and ensuring it works reliably in production. You get working software, comprehensive documentation, and post-deployment support. 𝐈𝐝𝐞𝐚𝐥 𝐅𝐨𝐫: Custom AI model development and training ML pipeline design and automation API development and third-party integration Proof-of-concept to production scaling Legacy system modernization with AI Let's discuss how AI can create measurable value for your business. Message me with your project details, and I'll respond with relevant examples and a clear path forward.