RDK

About

AI Engineer with hands-on experience in Machine Learning and Deep Learning, specializing in Computer Vision, NLP, and sensor-based activity recognition. Skilled in building end-to-end AI pipelines using Python, PyTorch, TensorFlow, and OpenCV. Passionate about applying AI to real-world problems in sports analytics, healthcare, and automation.

Projects

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Player Re-Identification (YOLOv8+ TorchReID)

Developed a pipeline to detect, track, and re-identify football players, integrating OCR for jersey number recognition.

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Sensor Data Processing for Exercise Recognition

Built ML models to classify barbell exercises and count repetitions from MetaMotion sensor data.

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Open Source Contributions

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Py-Easy-Env: The Visual Python Environment Manager

A modern graphical user interface (GUI) for managing Python project dependencies and environments — without the hassle of complex command-line workflows. Inspired by tools like Poetry and Pipenv, but designed with simplicity and visual ease in mind.

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Skills

Programming Languages

Python Java SQL

Frameworks & Libraries

PyTorch TensorFlow Scikit-learn OpenCV

Domains

Computer Vision NLP Time-Series

Contact Me