PROFILE DETAILS
avishek@cuet.ac.bd , avishek.das.ayan@gmail.com
Focused and enthusiastic python developer with a keen interest in machine learning and deep learning. Natural Language Processing is another branch of interest that has been a part of my expertise for a long time. By comprehensive exposure to the underlying concepts and applying them vividly to various projects, my love for these domains came into being. I consider myself as a passionate, punctual, and sincere individual who always tries to learn and undertake new challenges.
To know more about me, visit https://avishekdas.net
Current and Ongoing Courses
| Course Code | Title | Status |
| CSE 431 | Compiler Designing | Starting May 1, 2023 |
| CSE 432 | Compiler Designing (Sessional) | Starting May 1, 2023 |
| CSE
125 | Computer
Programming and Engineering Analysis (BME) | Completed (Aug '22 -Dec '23) |
| CSE
126 | Computer
Programming and Engineering Analysis (Sessional) | Completed (Aug '22 -Dec '23) |
| CSE
345 | Artificial
intelligence | Completed (Oct '22 - Feb '23) |
| CSE
346 | Artificial
intelligence with Python (Sessional) | Completed (Oct '22 - Feb '23) |
CSE
356 | Software
Engineering (Sessional) | Completed (Oct '22 - Feb '23) |
Machine Learning, Natural Language Processing, Computer Vision, Neural Networks & Deep Learning, Robotics & Automation
| Serial No | Title | Authors | Informations | Year |
|---|---|---|---|---|
| 1 | DeepSen: A Deep Learning-based Framework for Sentiment Analysis from Multi-Domain Heterogeneous Data | Nasehatul Mustakim, Avishek Das, Omar Sharif, Mohammed Moshiul Hoque | 25th International Conference on Computer and Information Technology (ICCIT) | 2022 |
| 2 | An Empirical Framework for Identifying Sentiment from Multimodal Memes using Fusion Approach | Nusratul Jannat, Avishek Das, Omar Sharif, Mohammed Moshiul Hoque | 25th International Conference on Computer and Information Technology (ICCIT) | 2022 |
| 3 | A Deep Learning Based Unified Solution for Character Recognition | Avishek Das, AKM Shahariar Azad Rabby, Ibna Kowsar, Fuad Rahman | 26TH International Conference on Pattern Recognition | 2022 |
| 4 | Towards building a Bangla text recognition solution with a Multi-Headed CNN architecture | Md. Majedul Islam, Avishek Das, Ibna Kowsar, AKM Shahariar Azad Rabby, Nazmul Hasan, Fuad Rahman | IEEE International Conference on Big Data (IEEE BigData 2021) | 2021 |
| 5 | BEmoC: A Corpus for Identifying Emotion in Bengali Texts | MD. Asif Iqbal, Avishek Das,Omar Sharif, Mohammed Moshiul Hoque, Iqbal H. Sarker | Journal of SN Computer Science | 2022 |
| 6 | Traditional Bengali Food Classification Using Convolutional Neural Network | Asif Mahbub Uddin, Abdullah Al Miraj, Moumita Sen Sarma, Avishek Das, Md. Manjurul Gani | IEEE TENSYMP 2021 | 2021 |
| 7 | Emotion Classification in a Resource Constrained Language Using Transformer-based Approach | Avishek Das, Omar Sharif, Mohammed Moshiul Hoque, Iqbal H. Sarker | NAACL-SRW 2021 | 2021 |
| 8 | BMGC: A Deep Learning Approach to Classify Bangla Music Genres | Moumita Sen Sarma and Avishek Das | NISS 2021 | 2021 |
| 9 | SeqVectorizer: Sequence Representation in Vector Space | Md. Kowsher, Avishek Das, Murad Hossain Sarker, Anik Tahabilder, Md. Zahidul Islam Sanjid | NISS 2021 | 2021 |
| 10 | BEmoD: Development of Bengali Emotion Dataset for Classifying Expressions of Emotion in Texts | Avishek Das, Asif Iqbal, Omar Sharif, Mohammed Moshiul Hoque | ICO 2020 | 2020 |
| 11 | Machine Learning and Deep Learning based Information Extraction from Bangla Names | Md. Kowsher, Md. Zahidul Islam Sanjid, Avishek Das, M Ahmed | YSC 2020 | 2020 |
| 12 | Gender Identification from Bangla Name Using Machine Learning and Deep Learning Algorithms | Md. Kowsher, Md. Zahidul Islam Sanjid, Fahmida Afrin, Avishek Das, Pushpita Saha | IEMIS 2020 | 2020 |
| 13 | Towards POS Tagging Methods for Bengali Language: A Comparative Analysis | Fatima Jahara, Adrita Barua, Asif Iqbal, Avishek Das, Omar Sharif, Mohammed Moshiul Hoque, Iqbal H. Sarker | ICO 2020 | 2020 |