Projects: 1. Brain Tumor (Mitosis Detection) Diagnosis Software 2. Thyroid Bethesda Classification Software using MIL 3. Tall Cell Detection Software in Thyroid Tissues 4. Representation of Company and product in overseas market.

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1. Developed efficient and scalable data pipelines to fetch data from various heterogeneous sources. 2. Implemented rigorous data quality checks and validation protocols to ensure the accuracy and reliability of the collected data. Utilized advanced data cleaning techniques to cleanse and preprocess the raw data, making it ready for analysis and modeling. 3. Building and training machine learning models using refined data to extract valuable insights and patterns.

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At Wine One, I am the sole NLP engineer responsible for the machine learning integration for the 1KMWine platform. I am responsible for the NLP model implementation and its periodic retraining. I also built a platform to manually test the NLP model output.

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Worked as an NLP developer to collect data, and train a model for the 1Km Wine platform. I was responsible for the entire pipeline of the NLP model implemented in the Platform from collecting data, preparing the data for the Training model, training a Bert Model to fit the specification, testing, and deployment.

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1. Setup a VR study environment to analyze human movement tracking, comparing the performance of MediaPipe and Optitrack System. 2. Developed and implemented custom software for Raspberry Pi Pico, enabling dynamic character display on an 8x8 matrix display board.

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