As a software engineer specializing in natural language processing (NLP), I have a passion for developing cutting-edge technologies that can help people communicate more effectively. With experience in Python, C++, Java, and C, I have a diverse skill set that allows me to tackle complex problems with ease.I have contributed to several successful projects, including the development of a Bangla language model and an automatic speech data collection pipeline. Through my data-centric approach, I was able to increase the accuracy of the Bangla language model by 82% over previous training, and I reduced the end-to-end ASR training time by 77% by utilizing the bucketing technique.Before my current role, I worked as a Junior Machine Learning Engineer at Ishraak Solutions Limited, where I developed an NLP-based job extractor and a resume extractor that can extract user information from their resume using BERT. Additionally, I worked on a hybrid job recommendation system, a job categorization application that classified 50 categories, and a custom-named entity recognition system using Spacy.As someone passionate about learning and growth, I have completed several courses on data engineering, deep neural networks, Python data structures, and neural network learning. I am always eager to take on new challenges and expand my skill set further.Outside of my work, I have also contributed to several personal projects, including the development of a Bangla sentence transformer, a Bangla article classification system using LSTM, and a real-time custom face recognition and attendance system.If you're interested in collaborating or learning more about my work, please don't hesitate to reach out!