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Asad Rehman

@asadrehman1

Computer vision engineer at Only Goals who built 100+ automated football analytics and a live garment measurement system accurate to ±1–2 mm.

Pakistan

Message

At Only Goals, I built a match-video pipeline for player and ball detection, tracking identities through occlusions and camera cuts. I also built 100+ automated football analytics, including goal and shot detection, heatmaps, and movement statistics.

At Robionix Technologies, I shipped vision systems for textile and garment factory floors and owned the pipeline from camera setup through on-site rollout. On the MagicQC installation, I combined feature matching, homography, and an MLS fallback to measure garments to ±1–2 mm in under a second on low-power CPU hardware.

Experience

Work history, roles, and key accomplishments

Computer Vision Engineer

Walegion Technologies

Apr 2026 - Jun 2026 (2 months)

Built a virtual try-on pipeline combining pose estimation, human-parsing segmentation and DensePose with an SDXL-class inpainting model and per-category LoRA adapters. Deployed on Modal serverless GPUs at about $0.10 per image.

Pose Estimation DensePose SDXL LoRAs Modal Serverless GPU Inference

Computer Vision & Machine Learning Engineer

Robionix Technologies

Nov 2023 - Mar 2026 (2 years 4 months)

Designed and shipped vision systems installed on live textile and garment factory floors, cutting manual inspection effort by about 60%. Owned the full pipeline per installation including camera selection, calibration, model optimization, and on-site rollout.

TensorRT Edge GPU Stereo Depth OAK D Intel RealSense Dataset Creation YOLOv8 ResNet50

Computer Vision Engineer

Only Goals

Built a match-video pipeline for player and ball detection with multi-object tracking. Added player re-identification and mapped tracked positions onto a top-down pitch view with homography to produce heatmaps and movement analytics.

YOLOv8 Multi Object Tracking Re Identification Homography Heatmaps Movement Analysis