My journey includes guidance from Professor M. Shahidur Rahman during my bachelor's thesis and working at pipilika.com, the first search engine in Bangladesh. Here, I was mentored by Dr. Farida Chowdhury and Dr. Ruhul Amin on Bangla language technology.
In this portfolio, you'll see my work and what I've learned. Excited to share it with you!
Interests
- Deep Learning
- Data Science
- Natural Language Processing
- Computer Vision
- Computational Social Science
Education
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PhD in Computer Science, (2021 - present)
University of Texas at Arlington
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B.Sc. (Engg.) in Computer Science, 2018
Shahjalal University of Science & Technology
Experience
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Software engineer, 2018-2021
pipilika.com
Current Research
A SSIM Guided cGAN Architecture For Clinically Driven Generative Image Synthesis of Multiplexed Spatial Proteomics Channels
, Mohammad Sadegh Nasr, Paul Koomey, Michael Robben, Manfred Huber, Jon Weidanz, Bríd Ryan, Eytan Ruppin, Peng Jiang, and Jacob M. Luber
https://arxiv.org/abs/2205.10373
Clinically Relevant Latent Space Embedding of Cancer Histopathology Slides through Variational Autoencoder Based Image Compression
Mohammad Sadegh Nasr, Amir Hajighasemi, Paul Koomey, Parisa Boodaghi Malidarreh, Michael Robben, , Helen H. Shang, Manfred Huber, Jacob M. Luber
https://arxiv.org/abs/2303.13332
Publications
A Comparative Study of Language Dependent Gender Bias in the Online
Newspapers of Conservative, Semi-Conservative and Western Countries
, Kezheng Xiang, Nikhil Deb and Mohammad Ruhul Amin
HCII-2021 | HCI INTERNATIONAL
2021
Observing the Unobserved: A Newspaper Based Dengue Surveillance System
for the Low-Income Regions of Bangladesh
Nazia Tasnim, Md. Istiak Hossain Shihab, Moqsadur Rahman, , Sheikh Rabiul Islam and Mohammad Ruhul Amin.
FLAIRS-34 |
Florida Artificial Intelligence Research Society Conference 2021
Word Completion and Sequence Prediction in Bangla Language Using Trie
and a Hybrid Approach of Sequential LSTM and N-gram
Soumik Sarker, Md. Ekramul Islam, , Md Mahadi Hasan Nahid
ICAICT'20 |
International Conference on Advanced Information and Communication Technology (ICAICT)
Query Expansion for Bangla Search Engine Pipilika
Md. Rezaul Islam, , Mahbubur Rub Talha, Farida Chowdhury
TENSYMP'20 | IEEE
Region 10 Symposium
End to End Parts of Speech Tagging and Named Entity Recognition in
Bangla Language
, Summit Haque, Farida Chowdhury
ICBSLP'19 |
International Conference on Speech and Language Processing (ICBSLP) 2019
Bangla Speech Recognition for Voice Search
, Shakhawat Amin, Shafkat Kibria, M. Shahidur Rahman
ICBSLP'18 |
International Conference on Speech and Language Processing (ICBSLP) 2018
pdf
Projects
News aggregator Sercvice for Bangla Newspapers
Performed tasks includes designing architecture,developing generic parser, clustering news, categorizing news, summary extraction.
Technology: Django, Scrapy, Elasticsearch,Keras, Redis, Docker
Knowledge graph based on Bangladesh’s national portals data
Built a knowledge graph using the datafrom Bangladesh’s national portals by analyzing the text of the entities on the websites (5552 web portals) usingK-means clustering and Nearest Neighbour method.
Technology: Python, Elasticsearch, sklearn, Docker
Context-aware spell checker for Bangla language
Worked as a team member for developing Bk-tree, n-gram based spell checker for Bangla language.
Technology: Spring boot, Apache Solr
Query Analysis
Developed a deep-learning-based query classifier to understand search queries, implemented autocomplete and related search features.
Technology: Flask, Keras, Elasticsearch
Data Analytics for COVID-19 self-screening tool
Performed various statistical analysis on a Covid-19self-screening tool’s data (535,291 participents) comprising association analysis among symptoms, symptoms clustering, identifying danger zones, correlation with Covid cases.
Technology: Pandas, Sklearn, Matplotlib
Sentiment Analysis Dataset for Bangla language
Worked as a team member for developing the largest sentiment analysis dataset for Bangla language. The performed tasks included scraping data from various sources, cleaning data, and selecting data for annotation.
Technology: Scrapy, Pandas
Computer Vision Projects
Worked on several computer vision projects. Tasks included real-time object
detection, reverse image search, Image captioning in the Bangla language
Technology: OpenCV, Keras