Explore my journey, my work, and the skills I bring to the table. Scroll below to learn more about my professional experience, academic achievements, and projects.
Hi! I am Ayon Roy, a CSE graduate from BRAC University. Passionate about technology, programming, and continuous learning, I possess strong skills in web development, programming, and machine learning. My academic journey includes impactful projects and experience as a Student Tutor. I aim to innovate and contribute to solving real-world challenges.
BRAC University
Department of Computer Science and Engineering
July 2025 - Present
I am teaching Object Oriented Programming and Introduction to Robotics.
Banglalink Digital Communications Ltd
AI and Automation Department
May 2025 - July 2025
I am working with many automation tools. The major work of mine is a fully running tool in Python that scans fluctuating cells and, based on some criteria, sends SMS and email notifications to the responsible engineer to fix the problem before the customer experiences any issue. Another is a 2G Half Rate dimensioning prediction interface using PHP. Moreover, a few works like scripting Google Earth latitude, longitude, and other confidential information from encoded data to the Customer Complaint Automation backend. As well as creating proper GitLab documentation for the employees of the company.
NCC Bank Ltd.
Digital Finance Service, Head Office IT Division
March 2025 - Present
I am working with a Machine Learning team to build a Fraud Detector in Fund Transfers using deep learning models like BERT and prepare our data using the SMOTE method.
Excelerate - 4excelerate.org
March 2025 - April 2025
I am working with global students on data cleaning using Python and SQL, EDA, ETA reports, making Master Table using PostgreSQL, and applying different data visualization techniques (e.g., Looker Studio).
BRAC University
May 2023 - October 2024
I used to assist students with the fundamentals of programming, Discrete Mathematics and logic development. I also collaborated with lecturers to evaluate student assignments, verify quiz scripts, and maintain grade sheets in Excel.
Cumilla Modern High School
Year: 2017
GPA: 5.00
Cumilla Victoria Govt College
Year: 2019
GPA: 4.83
BRAC University
Year: 2024
CGPA: 3.90
This thesis explores advancing Bangla machine translation using informal datasets. Leveraging cutting-edge NLP techniques such as LSTM, BiLSTM, and BERT (mT5-large), the study evaluates translation quality using BLEU metrics. Implementation tools include PyTorch, TensorFlow, and Keras, aiming to contribute to the innovative field of Natural Language Processing (NLP).
BRAC University Computer Club (BUCC)
Bangladesh Youngster Social Organization (BYSO)
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Location: Middle Badda, Dhaka, Bangladesh
Phone: +8801521563743
Email: ayonroycvc@gmail.com
LinkedIn: ayonroy-29-ayonroy
GitHub: Ay-on-Roy
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