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@sirishpachhai
Aspiring machine learning engineer with expertise in computer vision.
I am a passionate machine learning engineer with a Bachelor of Engineering in Electronics Engineering from Tribhuvan University. My journey in the tech world has been driven by a deep interest in artificial intelligence, particularly in machine learning, deep learning, and natural language processing. I have honed my skills through rigorous training and hands-on projects, allowing me to develop a strong foundation in these areas.
During my internship at Treeleaf Technologies, I designed and implemented a real-time action detection and recognition pipeline, showcasing my ability to apply theoretical knowledge to practical applications. My experience as an AI Fellow at FuseMachines further solidified my expertise, where I worked on various projects, including document classification and automated text summarization. I thrive in environments that challenge my problem-solving abilities and encourage innovation.
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Work history, roles, and key accomplishments
Treeleaf Technologies
Jun 2024 - Aug 2024 (2 months)
Designed and implemented a real-time action detection and recognition pipeline using MMAction2, achieving high accuracy in classifying 80 distinct human actions. Developed a modular application in Python, integrated action recognition with model outputs stored in a structured database, and optimized performance using YOLOv8 for real-time object detection.
FuseMachines
Jan 2023 - Jan 2024 (1 year)
Completed an intensive training program in Machine Learning, Deep Learning, Computer Vision, and NLP. Developed classification models to predict creditworthiness, fine-tuned a VGG16 model for document classification, and created an automated text summarization tool using the Pegasus transformer model.
Degrees, certifications, and relevant coursework
Bachelor of Engineering, Electronics Engineering
Bachelor of Engineering in Electronics Engineering.
Software and tools used professionally
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