Jagrat Patel

End-to-End Inspection Platform: Architected a scalable industrial inspection solution using Django and React, orchestrating the complete lifecycle of YOLO and RT-DETR based models for real-time defect segmentation on textile surfaces.

Hardware Algorithm Integration: Engineered a high-performance camera acquisition module using GenICam/GenTL standards and implemented complex Center-to-Selvedge (CSV) and Lengthwise Shade Variation (LSV) algorithms for precise color consistency analysis.

Data Pipeline & Analytics: Developed a comprehensive dashboard for managing dataset annotations, configuring training parameters, and generating automated quality reports, streamlining the defect detection workflow for manufacturing operations.

Technology Consultant - Trolex Pvt. Ltd. - Banglore, India

(2024-12)

• End-to-End Inspection Platform: Architected a scalable industrial inspection solution using Django and React, orchestrating the complete lifecycle of YOLO and RT-DETR based models for real-time defect segmentation on textile surfaces.
• Hardware Algorithm Integration: Engineered a high-performance camera acquisition module using GenICam/GenTL standards and implemented complex Center-to-Selvedge (CSV) and Lengthwise Shade Variation (LSV) algorithms for precise color consistency analysis.
• Data Pipeline & Analytics: Developed a comprehensive dashboard for managing dataset annotations, configuring training parameters, and generating automated quality reports, streamlining the defect detection workflow for manufacturing operations.

Technology Consultant - GreenAI - West Bengal, India

(2024-04 - 2024-12)

• Computer Vision Solutions: Designed and implemented a complete end-to-end workflow for training, fine-tuning, and inference of computer vision models for defect segmentation in surface inspection applications.
• Multi-Platform Application: Developed a multi-platform application providing a user-friendly interface for managing all aspects of the surface inspection system, streamlining operations and maintenance.
• LLM Fine-tuning: Assisted in the fine-tuning of an LLM model to enhance the performance of a legal chatbot service, improving response accuracy and user experience.

Research Intern - LLM Development - IIT Kharagpur - West Bengal, India

(2023-11 - 2024-01)

• Statistical Analysis: Developed statistical models for analyzing LLM outputs under the mentorship of Professor Partha Pratim Das, focusing on identifying biases, errors, and areas for improvement.
• Data Interpretation: Performed data interpretation using advanced statistical techniques to uncover patterns and trends in LLM responses, aiding in project decision-making.
• Research Collaboration: Collaborated with the research team to align statistical analysis with project objectives and prepared detailed reports summarizing findings and recommendations for optimizing LLM performance.

Project Manager and Software Developer - Pruthatek - Gujarat, India

(2021-12 - 2023-01)

• Full-Stack Development: Skilled in turning mockups into functional web apps and mobile apps using ReactJs, React Native, Python, and PostgreSQL with strong focus on security maintenance and post-launch patching.
• Project Management: Led multiple client projects including LDRP-ITR's Xenesis Event Website, Attendance Portal, and Kijeka Engineers Pvt. Ltd. ecommerce website.

AR/VR Developer - Aximind - Bangalore, India (Remote)

(2021-01 - 2022-04)

• Industrial AR/VR Applications: Specialized in AR and VR industrial applications, proficient in client requirement analysis, resource assessment, and client satisfaction prediction through developed systems.

Master of Science - Data Science - New Jersey Institute of Technology (2024-08 - 2026-05)

Bachelor of Engineering - Computer Engineering - LDRP Institute of Technology and Research (2020-07 - 2024-05)