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Sardar Baloch
@aipro02
AI Engineer, Computer Vision, Machine Learning, Deep Learning
Pakistan
Englisch
Über mich
Professional AI Engineer with 5+ years of experience in Artificial Intelligence, Machine Learning, Deep Learning, and Computer Vision. Specialized in YOLO-based object detection, tracking, segmentation, CCTV surveillance, and real-time video analytics. Skilled in Python, PyTorch, TensorFlow, OpenCV, model training, optimization, and deployment. Experienced in developing custom AI solutions, intelligent monitoring systems, and scalable computer vision applications for real-world business challenges. Committed to delivering reliable, high-performance AI solutions from development to deployment.
Kompetenzen
Sardar Baloch
offline •
Durchschnittliche Antwortzeit: 1 Stunde
Meine Dienstleistungen
Deep Learning
I will develop custom machine learning and deep learning models
Computer Vision
I will develop custom computer vision and yolo object detection models
Portfolio
Arbeitserfahrung
Ai Developer
Arfa Karim Technology Incubator • Vollzeit
Jun 2023 - Present • 3 yrs 5 mos
Worked as an AI Developer, specializing in designing, developing, training, and deploying intelligent AI solutions for real-world applications. Developed multiple Machine Learning, Deep Learning, and Computer Vision models, with a strong focus on real-time video analytics and automated surveillance systems. Key contributions and projects include: • Developed YOLO-based models for object detection, tracking, classification, and segmentation. • Built CCTV surveillance solutions for weapon detection, fall detection, violence and aggression detection, intrusion detection, and suspicious activity monitoring. • Developed real-time human activity recognition and pose estimation systems. • Implemented object tracking using ByteTrack and optimized models for real-time performance. • Built custom AI solutions for security, healthcare, manufacturing, and industrial applications. • Trained and fine-tuned deep learning models using PyTorch and TensorFlow. • Processed and analyzed images, videos, CCTV feeds, and live camera streams using Python and OpenCV. • Optimized AI models using GPU acceleration, ONNX, and TensorRT. • Developed interactive AI dashboards and monitoring applications using Streamlit and FastAPI. • Worked on model deployment, performance optimization, and edge AI solutions. Focused on delivering accurate, scalable, and production-ready AI systems, covering the complete development lifecycle from data preparation and model training to optimization, integration, and deployment.
