Key accomplishments
– LLM fine-tuning with BLOOM-3B, Mistral7b, llama13b with Qlora, also integrate OpenAI API with different web & apps. (custom chatbot) – Restaurant and blog image generation from past posts, image sample, location, user review and new prompt. It increases the number of post and customer attention more than before also show high sales from their statistics. – Computer vision projects utilizing models like YOLOv5,YOLOv8 (product identification and count) a platform that can annotate image and train custom model. Last you can download the model with weight and serve as user wish – NLP applications with Bert, Transformer models (customer review analysis). Help client to understand customer intention, behavior, food quality, food menu suggestion, engage with customer more friendly. Also saw which discount amount helping them to get positive review.
Education
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January 1 2018 - December 31 2022
Shahjalal University of Science and Technology
Bachelor in Software Engineering
Experience
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September 1 2021 - February 1 2022
BrainStation-23
Data Science Intern
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March 1 2022 - September 1 2023
BrainStation-23
Associate Data and ML Engineer
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September 16 2023 - Present
Hauraki
Machine Learning Engineer
