Open to opportunities

Miraj Shah

@mirajshah

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AI Engineer specializing in deep learning and computer vision.

India

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What I'm looking for

I am looking for a role that fosters innovation and collaboration, where I can contribute to impactful AI projects and continue to grow my expertise.

I am an AI Engineer with a strong foundation in deep learning and computer vision, currently working at Aira Matrix. My journey in AI began at the Indian Institute of Technology Bhubaneswar, where I honed my skills in developing innovative AI models. I engineered a state-of-the-art deep learning model for histopathological image classification, achieving an impressive 89% accuracy, which reflects my commitment to pushing the boundaries of technology.

Throughout my career, I have successfully implemented various AI solutions, including an AI image captioning system that significantly enhanced user engagement. My experience in optimizing model performance through techniques like pruning and quantization has led to substantial cost reductions and improved efficiency. I thrive on collaboration, having worked closely with senior pathologists and academic scholars to validate and enhance model predictions, ensuring high-quality outcomes in all my projects.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer

Current

Aira Matrix

Jul 2024 - Present (1 year)

Engineered state-of-the-art deep learning model for histopathological image classification, achieving 89% accuracy (4% improvement). Pioneered breakthrough algorithm capable of classifying previously undetectable longitudinal tubules with 80% accuracy, expanding classification capabilities to handle 40% more complex cases than existing solutions.

Deep Learning Histopathological Image Classification PyTorch Timm Torch Staintools Transfer Learning

AI Engineer

Codiot Technologies

Jun 2023 - Present (2 years 1 month)

Engineered and deployed an AI image captioning system using BLIP-2 and GPT-3.5, resulting in enhanced user engagement. Optimized model performance achieving 30% faster inference and 40% cost reduction through pruning and quantization.

AI Image Captioning BLIP 2 GPT 3 Optimization MLOps Docker

AI Research Assistant

Indian Institute of Technology Bhubaneswar

May 2021 - Present (4 years 2 months)

Spearheaded the development and implementation of AI models for traffic and crowd management, improving system efficiency. Collaborated closely with faculty and PhD scholars, making significant contributions to various research projects.

Traffic Management Research Data Analysis Machine Learning

Education

Degrees, certifications, and relevant coursework

Indian Institute of Technology, Bhubaneswar

B.Tech, Computer Science and Engineering

Grade: 8.51/10

Studied Computer Science and Engineering, focusing on core principles and advanced topics. Achieved a strong academic performance with a CGPA of 8.51/10.