Open to opportunities

Sirish Pachhai

@sirishpachhai

Message

Aspiring machine learning engineer with expertise in computer vision.

Nepal

Message

What I'm looking for

I am looking for a role that fosters innovation and allows me to work on impactful AI projects.

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.

Experience

Work history, roles, and key accomplishments

Computer Vision Intern

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.

Python MMAction2 YOLOv8 Object Oriented Programming Pydantic Real Time Action Detection Action Recognition

AI Fellow

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.