![Aditya Chakma at sikkim](images/Aditya.jpg)
Hi there
My name is Aditya Chakma and I am a passionate computer science professional from Dhaka, Bangladesh. I have a Bachelor's degree in Computer Science and Engineering from the Bangladesh University of Engineering and Technology(BUET), where I studied a variety of courses related to Artificial Intelligence, Machine Learning, Data Structures and Algorithms. Currently, I am pursuing a Master's degree in Computer Science and Engineering from the same institution.
Throughout my academic career, I have been deeply involved in research and projects related to various domains of Computer Science. My research work has been focused on handwritten character recognition of low-resource languages, multilingual machine translation, and Android malware detection. I have used various technologies like TensorFlow, Keras, NumPy, Pandas, and others to build these projects. Also I've participated in competitions like Melanoma detection, Covid-19 detection from chest X-ray images.
I have also gained professional experience as an Software Engineer at Therap BD Ltd. where I worked on building scalable, reliable, and secure web services using Java, Spring MVC, Spring Core, and Hibernate. I have also collaborated with other team members, worked on cross team projects and reviewed pull requests to ensure the timely delivery of projects.
Apart from my academic and professional pursuits, I am also deeply interested in various extracurricular activities and hobbies like E-sports, traveling, photography, music, game development, and reading science articles. These interests reflect my curiosity and drive to learn and explore new things, which I believe is essential for anyone in the field of computer science.
Research Interest: My primary research interest lies in Computer Vision, Computer Security and Applied Machine Learning. More specificaly in medical imaging, semantic segmentaion, object recognition and multimodal perception. Additionaly, I am also interested in LLMs, AI content water-marking. Nevertheless, I am interested and open to any new ideas.
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B.Sc.
Bangladesh University of Engineering and technology. (B.Sc. CSE) -
M.Sc.
Bangladesh University of Engineering and techonology. (M.Sc. CSE)
Mentionable Course Projects
- C: Dx-ball C, i-grapghics, code-blocks
- Java: Blood Donation Desktop App
- Database: Hospital management
- Software Engineering I: FPS game using Unreal-engine blueprint
- Software Engineering II: Travel Mate (Tour management)
Professional Experience
- Associate Softwar Enginner Therap (BD) ltd. -
- Software Engineer Therap (BD) ltd. -
Research Experience
- Study of Spanning Tree with Maximum Number of leaves
- Chakma Handwritten Characters Recognition and Multipurpose Dataset
- Multilingual machine translation for Chakma
- Android malware detection
Programmming languages
- C (fluent), C++ (fluent), Java(expert), C# (experienced)
- JS (fluent), python (expert), R (experienced), Matlab (experienced)
Database
- Oracle, MySql
Java Web Frameworks and technologies
- Spring boot, Spring MVC, Spring Core
- Hibernate, Java EE
- jsp, jsf, primefaces
Machine Learning frameworks
- Tensorflow 2.0, Keras, Pytorch
- XGBoost, Sklearn, CatBoost, Light GBM, Random Forest
- Sklearn linear models
Data analysis
- Pandas, Matplotlib, Sklearn, Seaborn
Competitions (Selective)
- SMIM-ISIC Melanoma Classification
- PetFinder.my - Detect specific pets
- Bengali.AI - AI for Bangla
- Dhaka AI - Dhaka Traffic detection
- IUT hackthon 2017
Certifications
- Convolutional Neural Networks
- Sequence Models
- Machine Learning
- Deep Learning Specialization
- Improving Deep Neural Networks: Hyperprameter tuning, Regularization and Normalization
Language proficiency
- Bangla (Native)
- English (Working proficiency)
- Chakma (Native)
Hobby
- E-sports
- Traveling
- Playing Music
- Watching movies