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@tarusharya
Computer Vision Engineer with expertise in AI and trading algorithms.
I am a Computer Vision Engineer with two years of internship experience, including one year focused on computer vision and another year dedicated to developing real-time trading algorithms for the U.S. equity markets. My proficiency in Python, deep learning, and MLOps has enabled me to deliver impactful solutions, such as a live trading system that currently outperforms major U.S. equity benchmarks.
During my tenure at Tynor Orthotics, I successfully annotated over 50,000 images and deployed a YOLOv8 model that achieved a remarkable 93% mAP for defect detection. This system is now actively used in industrial settings, significantly enhancing real-time quality inspection processes. I thrive on challenges and am passionate about leveraging technology to solve complex problems.
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Work history, roles, and key accomplishments
Appreciate
Jul 2024 - Present (1 year 4 months)
Currently working on building a live trading system using AWS Step Functions that outperforms benchmarks. Launched a Customer 360 platform to unify various data sources and implemented machine learning risk filters.
Tynor Orthotics / Chitkara University
Jun 2023 - Jul 2024 (1 year 1 month)
Worked on annotating over 50,000 images and deployed a YOLOv8 model achieving 93% mAP. Developed a CNN system on Jetson Nano/AGX that reduced quality control time by 75%, currently used for real-time product inspection.
Degrees, certifications, and relevant coursework
Bachelor of Engineering, Computer Science (AI)
2021 - 2025
Grade: 9.1/10
Pursuing a Bachelor of Engineering in Computer Science with a focus on Artificial Intelligence. Achieved a CGPA of 9.1/10, demonstrating strong academic performance in the field.
Software and tools used professionally
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