I'm a Software Engineer at [Polygon Technology Limited](https://polygontechnology.io/).

I specialize in Natural Language Processing (NLP) and have extensive experience in machine learning-related research and projects. My work focuses on developing automated systems and language models using Python, with a strong emphasis on NLP techniques, including text classification, sentiment analysis, and language generation. I have a robust foundation in machine learning and NLP, and I consistently engage with emerging technologies to stay at the forefront of language AI advancements.

Research Interests

I’m broadly interested in Natural Language Processing and Computer Vision Applications:

• Multimodal Generation(language + vision)
• Question Answering(visual and conversational AI)
• Text Summarization
• Computer Vision
• Low-resource Languages

Latest News

Latest news

Work Experience

Software Engineer, L-1 at Polygon Technology Limited, Dhaka, Bangladesh, Nov 2023 - Present

As a backend software engineer, I specialize in developing diverse international and local projects. My expertise includes:

• Contributing to system design and implementation using Spring Boot MVC
• Creating scalable applications with microservice architecture
• Leveraging AWS cloud services (S3, SES, SNS) for robust cloud support

Projects:

1. Agave, Japan - 2024
   An e-commerce website where users can buy and sell tree plants.
2. Energy Portal, Bangladesh - 2024
   A web-based platform that monitors and tracks device energy consumption.

Intern Software Engineer, at BJIT Limited, Dhaka, Bangladesh, Apr 2023 - Jul 2023

As an intern software engineer, I learned:

• Core Spring framework, including JPA, JDBC, and Hibernate
• MVC architecture and RESTful API development
• Microservice architecture principles and various design patterns

Projects:

1. Training Management System, Bangladesh - 2023
   Evaluate the candidate for the hiring process and maintain the training process. This comprehensive system streamlines recruitment and employee development for organizations in Bangladesh, incorporating advanced candidate evaluation tools, automated hiring processes, and robust training management features.

Research Assistant, at Department of Computer Science and Engineering at Jashore University of Science and Technology, March 2021 - April 2023

As a Research Assistant, My responsibility included:

• Identified research problems, collected and validated datasets, and implemented methodologies
• Conducted experiments, performed data analysis and assisted in code optimization
• Summarized findings, contributed to academic papers and collaborated with faculty on projects
• Also helped prepare grant proposals and research reports.

Programming Experience Ongoing

As an aspiring software engineer, I have developed my programming skills through:

• Mastering data structures and algorithms by solving diverse problems on platforms like LeetCode, CodeForces, Virtual Judge, Beecrowd, CodeChef, UVa, TopCoder, and Projecteuler
• Successfully completing over 700+ programming challenges across various online coding platforms, demonstrating strong analytical and problem-solving abilities
• Maintaining an active presence on [LeetCode] (https://leetcode.com/taslimcse/), earned a 50-day streak badge and consistently improving coding skills

Publications

1. Md Taslim, Md Shafiuzzaman, Mostafijur Rahman Akhond, Md Alam Hossain. "DECISION SUPPORT SYSTEM FOR AGRICULTURE: CROP DISEASE RECOGNITION AND CLASSIFICATION THROUGH AN OPTIMIZE CONVOLUTION NEURAL NETWORK (CNN)." In E-PALLI INTERNATIONAL CONFERENCES (EIC), p. 17. 2023.
2. Bhuiyan Rabiul Alam, Mst Shimu Khatun, Md Taslim, Md Alam Hossain. "Handling Class Imbalance in Credit Card Fraud Using Various Sampling Techniques." American Journal of Multidisciplinary Research and Innovation 1, no. 4 (2022): 160-168.
3. Md Asfaqur Rashid, Md Alam Hossain, Md Taslim, Md Nasim Adnan. "KRISHOKBOT: AN INTELLECTUAL AGENT FOR FARMERS." In E-PALLI INTERNATIONAL CONFERENCES (EIC), p. 12. 2023.
4. Md. Taslim, Md Shafiuzzaman, Md. Moradul Siddique, Md. Alam Hossain: How do machine learning algorithms perform in breast cancer classification? (Under submission).
5. Md. Taslim, Md Shafiuzzaman, Md. Moradul Siddique, Md. Alam Hossain, Syed Md Galib, Md Asif Nashiry: Evaluating Cognitive Levels through Advanced Classification of Exam Questions according to the Revised Bloom's Taxonomy via Large Language Models (WIP).

Projects ——

Education ——

Bachelor of Science in Computer Science and Engineering at Jashore University of Science and Technology, 2023

• CGPA: 3.61 [Second Position][Scale 4]
• Thesis: Decision Support System For Agriculture: Crop Disease Recognition And Classification Through An Optimize Convolution Neural Network (CNN)
• Project: Decision Support System For Pest Control In Agriculture

Awards ——

• Intra University Mathematics Olympiad - 9th Position (2022)
• Intra College Essay Competition - Second Position (2015)

Certifications ——

• Machine Learning
• Natural Language Processing Specialization
• Deep Learning Specialization
• TensorFlow in Practice Specialization
• Computer Vision – Object Tracking with OpenCV and Python
• Data Visualization with Python
• Introduction to Data Science in Python
• Programming for Everybody (Getting Started with Python)
• Feature Engineering

Skills ——

• Programming Languages: Python, C, C++, Java, Spring Boot
• Machine Learning: PyTorch, Keras, TensorFlow
• Data Science: NLTK and various data science libraries
• Database: SQL
• Other: Linux, Git version control