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Hi, I'm Muneeb Arshad, an AI Developer based in Toronto with a strong background in Robotics, AI, and machine learning. I specialize in building innovative AI-powered applications, from document automation pipelines to clinical chatbots, with a passion for improving diagnostic accuracy in healthcare settings. I love designing solutions that make complex data instantly accessible and actionable. With experience spanning from deploying models in production environments to automating annotation tasks, I enjoy working with the latest technologies like LangChain, FastAPI, Docker, and AWS. I'm driven by analytical thinking and critical reasoning, constantly looking to refine models and enhance user experiences in the AI space.…Hi, I'm Muneeb Arshad, an AI Developer based in Toronto with a strong background in Robotics, AI, and machine learning. I specialize in building innovative AI-powered applications, from document automation pipelines to clinical chatbots, with a passion for improving diagnostic accuracy in healthcare settings. I love designing solutions that make complex data instantly accessible and actionable. With experience spanning from deploying models in production environments to automating annotation tasks, I enjoy working with the latest technologies like LangChain, FastAPI, Docker, and AWS. I'm driven by analytical thinking and critical reasoning, constantly looking to refine models and enhance user experiences in the AI space.

Muneeb Arshad

AI Developer, AI Engineer, Data Scientist, +2

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Hi, I'm Muneeb Arshad, an AI Developer based in Toronto with a strong background in Robotics, AI, and machine learning. I specialize in building innovative AI-powered applications, from document automation pipelines to clinical chatbots, with a passion for improving diagnostic accuracy in healthcare settings. I love designing solutions that make complex data instantly accessible and actionable. With experience spanning from deploying models in production environments to automating annotation tasks, I enjoy working with the latest technologies like LangChain, FastAPI, Docker, and AWS. I'm driven by analytical thinking and critical reasoning, constantly looking to refine models and enhance user experiences in the AI space.…Hi, I'm Muneeb Arshad, an AI Developer based in Toronto with a strong background in Robotics, AI, and machine learning. I specialize in building innovative AI-powered applications, from document automation pipelines to clinical chatbots, with a passion for improving diagnostic accuracy in healthcare settings. I love designing solutions that make complex data instantly accessible and actionable. With experience spanning from deploying models in production environments to automating annotation tasks, I enjoy working with the latest technologies like LangChain, FastAPI, Docker, and AWS. I'm driven by analytical thinking and critical reasoning, constantly looking to refine models and enhance user experiences in the AI space.

Available to hire

Hi, I’m Muneeb Arshad, an AI Developer based in Toronto with a strong background in Robotics, AI, and machine learning. I specialize in building innovative AI-powered applications, from document automation pipelines to clinical chatbots, with a passion for improving diagnostic accuracy in healthcare settings. I love designing solutions that make complex data instantly accessible and actionable.

With experience spanning from deploying models in production environments to automating annotation tasks, I enjoy working with the latest technologies like LangChain, FastAPI, Docker, and AWS. I’m driven by analytical thinking and critical reasoning, constantly looking to refine models and enhance user experiences in the AI space.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Work Experience

Senior AI Developer at siParadigm Diagnostic Informatics

April 30, 2025 - July 31, 2025

Built document automation pipelines using NLP and prompt engineering to improve redaction and digitization accuracy. Developed a RAG-powered clinical chatbot using LangChain, Streamlit, Milvus, and FastAPI, allowing 200+ staff to search 500+ compliance documents instantly. Created MobileSAM-based service to detect chromosomal patterns in breast tissue, enhancing diagnostic accuracy and turnaround time. Implemented CI/CD pipelines for streamlined cloud model deployments and monitored real-time model performance to drive iterative improvements. Automated annotation tasks in CVAT using Nuclio serverless functions, saving over 300 hours per month with 98% accuracy.

AI Developer II at siParadigm Diagnostic Informatics

December 31, 2024 - July 31, 2025

Designed a secure cross-platform tool for HIPAA-compliant access to encrypted S3 data without requiring cloud experience. Reduced model size by 50% through conversion to 16-bit ONNX format for edge device deployment. Built validation tools to monitor predictions and support fine-tuning cycles. Managed end-to-end CVAT annotation pipelines with ORM-backed progress tracking.

AI Developer at siParadigm Diagnostic Informatics

December 31, 2021 - July 31, 2025

Trained object detection and segmentation models (YOLOv5, FasterRCNN, U2Net, TransUNet) for hematopathology tasks. Automated conversion of proprietary Leica/Olympus images into training-ready datasets. Developed custom ML solutions for pathology clients, progressing from statistical methods to deep learning. Maintained model accuracy through frequent retraining to adapt to data drift.