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Sangeet Khanal

@sangeetkhanal

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Computer Vision Engineer specializing in machine learning and data visualization.

Nepal

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What I'm looking for

I am looking for a role that fosters innovation, collaboration, and growth in machine learning and computer vision.

I am a dedicated Computer Vision Engineer with a strong background in machine learning and data visualization. Currently, I am developing a batch code inspection system for leading FMCG companies in Nepal and India, where I have successfully implemented features like automated code detection and real-time data visualization. My work has significantly optimized system accuracy and processing time, enhancing operational efficiency.

In addition to my technical skills, I have a solid foundation in feature engineering and data evaluation, which I honed during my training in Data Science with Python. I have experience in deploying machine learning models and have worked on various projects, including real-time age and gender detection and movie review sentiment analysis. My passion for technology drives me to continuously improve my skills and contribute to innovative solutions.

Experience

Work history, roles, and key accomplishments

Current

Computer Vision Engineer

Current

Crimson Tech

Mar 2024 - Present (1 year 5 months)

Developed a computer vision-based batch code inspection system for leading FMCG companies in Nepal and India, implementing features like automated code detection and recognition, and real-time data visualization. Optimized system accuracy and processing time, enhancing operational efficiency.

Paddle OCR PyTorch OpenCV scikit learn PaddleOCR SQLite Python System Design

Data Science with Python

Training

Jun 2022 - Oct 2022 (4 months)

Gained expertise in preparing and selecting relevant features from raw data, and evaluating data quality and model performance, applying techniques like feature engineering, normalization, and evaluation metrics. Developed proficiency in constructing and deploying machine learning models to effectively predict outputs.

Machine Learning Data Evaluation Python scikit learn Pandas NumPy

Education

Degrees, certifications, and relevant coursework

Himalaya College of Engineering, Tribhuvan University

Bachelors of Electronics and Information Engineering, Electronics and Information Engineering

2018 - 2023

Studied Electronics and Information Engineering, gaining foundational knowledge in various engineering principles. Completed coursework and projects to develop skills in this field.