I am currently employed as an Lecturer in the Department of Computer Science and Engineering at Khulna University of Engineering & Technology, Bangladesh. I graduated from Khulna University of Engineering and Technology with a computer science and engineering degree. My CGPA is 3.86 out of 4.0. I have achieved the fourth position out of 121. My research endeavors primarily revolve around the domains of Machine Learning and Natural Language Processing. My scholarly contributions include several published journal article as well as a substantial body of work presented through conference papers. Additionally, I currently have several under-review journals (Data in Brief, Engineering Applications of Artificial Intelligence journal), and I am actively engaged in ongoing research initiatives.
moreI have experience in programming using C++ and Python. I have finished several projects, such as a chatbot for university information, websites for evaluating students, a personal voice assistant, and a file locker that uses an encryption algorithm. Recently, I have been working on LLM and langchain. I am trying to retrain and finetuned the LLM models using the PEFT library. I have also completed machine learning projects such as fake note detection, human abnormality detection, brain tumour detection, and an intelligent chatbot. I have also finished some natural language processing projects, like an intelligent chatbot that uses LSTM, Bangla text summarization using a transformer model, Bangla keyboard error correction using a transformer model, a Bangla stemmer design, a Bangla word-to-vector conversion, and a chatbot that uses the seq2seq model. I also have experience in hardware projects such as Home Automation using IoT and an image processing project, Fake Bangladeshi currency detection using OpenCV. Furthermore, I have experience in database management using MySQL.
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