"Programming isn't about what you know, it's about what you can figure out."
—Chris Pine, Learn to Program
Tonmoy Talukder (He/Him)
[tɒnˈmɔɪ təˈluːkdər]
Resume | LinkedIn | GitHub | Google Scholar
I pursued my Bachelor of Science degree in Computer Science and Engineering from Ahsanullah University of Science and Technology. At present, I am deeply involved in research on Machine Learning, advised by Mr. G. M. Shahariar Shibli. My aspiration is to specialize in research, aiming to work in renowned AI research institutions as a scientist. These days I am specifically dedicated to advancing NLP and Computer Vision solutions that intersect with human interaction.
Research. Broadly, my research explores how to enhance various aspects of Natural Language Processing, particularly in "low resource" languages like Bangla. Throughout my work, I thoroughly investigate the primary challenges faced by these languages, which mainly arise from constraints in data processing techniques. My constant devotion lies in the innovation of state-of-the-art solutions aimed at tackling these challenges head-on, thereby amplifying the data processing capabilities of "low resource" languages, particularly Bangla. Additionally, I think about how to integrate Computer Vision techniques with Natural Language Processing solutions for these resource-constrained languages. I am curious about the prospect of creating generative models that combine NLP and Computer Vision, driven by human interaction.
Collaboration. From a collaborative perspective, there are numerous opportunities to learn from others. As of now, I am actively engaged in research with my undergraduate advisor. Additionally, I have experience in collaborative research with various faculty members at my undergraduate institution, including Md. Tanvir Rouf Shawon.
I would greatly appreciate receiving an invitation for a research collaboration in the fields of Natural Language Generation, Computer Vision, and Human-Computer Interaction.
RECENT HIGHLIGHTS ⚡
[December, 2023] I have joined Reseach Hub.Inc as a
Research Engineer on a contractual basis.[September, 2023] One Paper published at BIM 2023.
[July, 2023] One Paper accepted at BIM 2023 conference.
[August, 2022] I have started research under the supervision of Mr. G. M. Shahariar Shibli, Faculty, Department of Computer Science and Engineering, Ahsanullah University of Science and Technology.
RESEARCH & PUBLICATIONS
Publications 📄
📌 [September, 2023] Rank Your Summaries: Enhancing Bengali Text Summarization via Ranking-based Approach
Authors: G. M. Shahariar*, Tonmoy Talukder*, Rafin Alam Khan Sotez, and Md. Tanvir Rouf Shawon
(* denotes equal contribution, names are listed in alphabetical order).Conference: International Conference on Big Data, IoT and Machine Learning [BIM 2023]
[Abstract] [PDF] [Code & Dataset] [Presentation] [Citation bib]
Ongoing Works 📢
🔨 Image2Cap: Bengali Caption Generation from Images using Pre-trained Transformers
PROJECTS
Machine Learning 👽
💻 [February, 2023] Bangla-KeywordExtractor
Description: BanglaBERT based keywords extractor of Bangla Sentences. This extractor works calculating cosine similarity of each word embedding with the mean embedding.
💻 [January, 2023] Bengali Hate Speech classification
Description: NLP classification with different machine learning algorithms with hyperparameter fine tuning, Ensemble approaches.
Data Science 💹
💻 [July, 2021] Audi used car EDA
Description: An overview on a dataset of AUDI Cars. Analysis of the data set with comparing different columns with each other, using Histogram, Scatterplot, Distribution, ECDF, Barplot, Violin plot along with proper naming and plot analysis.
Software 🖥️
💻 [March, 2022] BookPedia Prototype - A Social Media (React + ASP.NET Framework Project)
Description: BookPedia is a social media for the literary and academia personals. In this platform everyone can upload book and blogs and give rating them. It's just a prototype version as a university software development lab project. We are developing it in large scale.
Frontend: JavaScript, React JS, Material UI
Backend: C#, ASP.NET Framework
Database: Entity Framework[Frontend GitHub Repository] [Backend GitHub Repository] [YouTube]
INFO
Teaching Experience
💼 Technovation
Mentor (December, 2021 - Present)Technovation is a program of Iridescent, which is a non-profit organization in the United States. It is the world's largest and longest running tech competition for girls.
Responsible for...- • Mentoring students to learn App Development, AI & Machine Learning Tools
- • Helping students to develop projects for the Technovation Global Competition
Education
🎓 Ahsanullah University of Science and Technology, Dhaka 1208
Bachelor of Science in Computer Science and Engineering (2018-2023)Supervisor: Mr. G. M. Shahariar Shibli
Research Experience: Natural Language Processing, Computer Vision and Multimodal Deep Learning
Technical Skills: Pytorch, Tensorflow, Python, MERN Stack (Full) Development, Javascript, SQL, C and C++.
Contact
🌍 Live in: Mirpur, Dhaka 1216, Bangladesh
Find Me: 👉
I write in: 🖊️
Write me: ✍️
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This site has been developed by myself using NEXT.JS.