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Mondol Mridul

@mondolmridul

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Computer Science and Engineering student with a passion for AI and NLP.

Bangladesh

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What I'm looking for

Seeking a challenging role that leverages my technical skills and passion for AI and NLP to drive innovation and growth in a collaborative environment.

I am a highly motivated and detail-oriented individual with a strong academic background in Computer Science and Engineering. My undergraduate thesis and publications showcase my expertise in Natural Language Processing, Large Language Models, and Computer Vision. I have a proven track record of developing innovative projects, including conversational AI, sign language detection, and time series forecasting.

With a solid foundation in programming languages such as Python, C, C++, Java, and JavaScript, I am well-versed in various frameworks and technologies, including Pytorch, Huggingface, Langchain, TensorFlow, Keras, OpenCV, and Mediapipe. My certifications in Deep Learning Specialization, Data Scientist with Python Track, and Google IT Support Professional Certificate demonstrate my commitment to staying up-to-date with industry trends.

I am a team player with excellent interpersonal skills, including critical thinking, decision-making, and leadership. I am eager to apply my skills and knowledge to drive innovation and growth in a dynamic and collaborative environment.

Experience

Work history, roles, and key accomplishments

Undergraduate Researcher

Rajshahi University of Engineering & Technology

Conducted research on large language models in financial question answering and text summarization, and implemented various projects including conversational retrieval with Llama-2 and neural network algorithms from scratch.

Python Transformers BERT Neural Networks Data Mining Artificial Intelligence

Android App Developer

Personal Project

Developed an Android app to strengthen student-university engagement, featuring notice boards, video lectures, eBooks, faculty directories, and dedicated dashboards for admins and students.

Java Android Studio Firebase UI Design Django

Research Assistant

Rajshahi University of Engineering & Technology

Assisted in implementing foundational neural network algorithms from scratch, including K-Nearest Neighbor, Single & Multi-layer Perceptron, Kohonen Self-organizing Networks and Hopfield Networks.

Python Neural Networks LaTeX

Sign Language Detection Developer

Personal Project

Designed a real-time hand gesture recognition system using Mediapipe for landmark detection and an LSTM-based deep learning model for gesture and letter prediction.

OpenCV Django