Computer Vision Engineer with 2 years of experience developing AI solutions for image classification, object detection, OCR, facial recognition, and quality inspection. Proficient in Python, OpenCV, YOLO, TensorFlow, PyTorch, and Azure AI Vision. Experienced in model training, image preprocessing, deployment, and REST API development.
Expertise & skills
Selected projects
Manufacturing Defect Detection
Developed a vision-based inspection system to identify product defects from production-line images.
- Collected and labeled image datasets.
- Trained YOLO object detection models.
- Applied image augmentation.
- Optimized inference speed.
- Built FastAPI endpoints.
- Validated model accuracy.
Smart Attendance with Face Recognition
Built a facial recognition solution for automated attendance management.
- Implemented face detection and recognition.
- Integrated camera feeds.
- Managed attendance records.
- Improved recognition accuracy.
- Performed testing and deployment.
Invoice OCR Automation
Designed an OCR application to extract invoice information from scanned documents.
- Preprocessed scanned images.
- Implemented OCR pipelines.
- Extracted structured fields.
- Validated extracted data.
- Exported results to databases.
Traffic Vehicle Detection
Created an AI solution to detect and count vehicles from surveillance footage.
- Trained detection models.
- Processed video streams.
- Generated traffic analytics.
- Improved detection performance.
- Documented solution architecture.
Ways of working
Certifications
- Microsoft Certified: Azure AI Fundamentals (AI-900)
- Deep Learning Specialization
- OpenCV Bootcamp
- Python for Data Science – NPTEL
Education
- 2024
Master of Technology (M.Tech.) – Artificial Intelligence
Gujarat Technological University (GTU)
- 2022
Bachelor of Engineering (B.E.) – Computer Engineering
Gujarat Technological University (GTU)
Achievements
- Developed multiple computer vision applications for automation.
- Improved object detection accuracy using YOLO models.
- Built scalable vision APIs for enterprise solutions.
- Optimized OCR pipelines for document processing.
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