I will build robust computer vision solutions

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nisalperera933
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nisalperera933
Nisal P

About this gig

Need to automate what humans see and do in front of a screen or camera? As a Computer Vision & Machine Learning Engineer, I design, train, and deploy end-to-end CV pipelines that turn raw images and videos into reliable, actionable insights for your business.


What can I do for you

Image classification and detection

  • Product/defect detection for e-commerce and manufacturing
  • Face and pedestrian detection for security and analytics
  • Multiclass object detection using YOLO, Faster RCNN, SSD, etc.

Video analytics and tracking

  • People/vehicle tracking, counting, heatmaps
  • Activity or event detection in surveillance/retail/sports
  • Real-time inference from CCTV, IP cameras, or recorded footage

Document and OCR automation

  • Document scanning and perspective correction
  • Text detection and recognition (OCR) for invoices, forms, and IDs
  • Keyfield extraction and validation workflows

Image segmentation and enhancement

  • Semantic / instance segmentation (e.g., medical, satellite, retail)
  • Background removal, quality enhancement, noise removal
  • Custom preprocessing pipelines for downstream ML models

Custom deep learning models

  • Finetuning pretrained models
  • Model optimization

Get to know Nisal P

Nisal P

Machine Learning Engineer

  • FromSri Lanka
  • Member sinceJan 2019
  • Languages

    Sinhala, English
I am an enthusiastic Machine Learning Engineer with extensive experience in Computer Vision, Python, and research. I am passionate about joining a cutting-edge company and contributing to imaging projects. I am skilled in designing and implementing advanced computer vision models.