I will build custom computer vision pipelines using yolo and mediapipe

Indonesia

I speak English, Indonesian

Full Stack Developer

Hey there, I’m Nicho! I’m a full-stack developer focused on building fast, responsive, and reliable web applications that actually solve business problems. Instead of just stitching templates togethe...
About this Gig

Bring intelligent visual automation directly into your software pipeline.


Many developers can run a basic script off a local webcam, but building low-latency and production-ready computer vision applications requires clean multi-threaded backend architecture. I engineer high-performance visual AI models optimized for real-time tracking, custom model detection, and seamless edge-to-cloud deployments.


What I Can Build For You:

  • Object Detection & Tracking: Custom YOLO pipelines fine-tuned to recognize and monitor specific target classes, boundaries, or entry zones.
  • Human Pose & Gesture Estimation: Lightweight multi-person landmark mapping with MediaPipe for sign language, sports metrics, or posture alerts.
  • Custom Dataset Training: Specialized dataset cleaning, bounding-box image filtering, and validation tracking loops.
  • Stream Optimization: Multi-threaded OpenCV frame processing optimized to prevent frame lag over enterprise IP cameras.


My Vision Stack:

  • Core Tech: Python, OpenCV, MediaPipe, YOLOv8/YOLOv11, PyTorch, TensorFlow, Docker


NOTE: Please message me regarding your explicit project scope and dataset availability BEFORE ordering.

APIs:

Other

Expertise:

Image processing

Classification

Software development

Programming language:

Python

Tools:

Jupyter Notebook

OpenCV

TensorFlow

CVAT

Colab

PyTorch

Frameworks:

Scikit-learn

Keras

PyTorch

My Portfolio

Other Data Science & ML Services I Offer