Md Jamil Ur Rahman

Experience

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  Socian AI

  May 2018 - Jun 2018

  Machine Learning Developer

  - Developed news article classification system by applying machine learning algorithms for Government agency.- Performed both qualitative and quantitative experiments on a large Bangla news corpus that showed doc2vec performs better than two popular topic modeling techniques LDA and LSA.- Performed natural language data crawling, data cleaning and model development for Bengali speech to text.

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  Bangladesh University

  Feb 2019 - Aug 2019

  Lecturer
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  University of Alberta

  Mar 2020 - Apr 2021

  Graduate Research Assistant Fellow (GRAF)

  Project: Pressure Signal Analysis, Multimedia Research Centre (MRC), University of AlbertaMitacs acclerate project with HealthGauge Inc

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  Health Gauge

  May 2021 - Apr 2024

  Software Development Specialist

  ◦ Developed a machine learning model to predict Blood Pressure, improving state-of-the-art accuracy by 7%.◦ Developed Blood Glucose monitoring data pipeline, data processing tools, and improved prediction modelaccuracy by 30% from the base model.◦ Built Covid-19 Virtual Self-testing application that can detect testing kit and predict test results with 97% accuracy◦ Developed Conversational AI, chatbot generation tool using GPT-3 and backend python programming.◦ Performed MLOps, Automation, Continuous Delivery of API microservices production deployment in cloud,Automated Testing, improving developer workflow, increasing scalability, and optimizing speed. Show less

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  MedWatch Technologies, Inc.

  May 2024 - now

  Data Scientist

  - Designed and implemented an end-to-end data training pipeline using Kubeflow, enabling users to seamlessly create datasets, train models, and visualize results through an interactive graphical interface.- Engineered and optimized data processing workflows using Python, SQL, and Power BI to deliver real-time insights for executive stakeholders, resulting in faster data processing and improved accuracy.