Tasmiyah Binta Islam

About

Computer Science and Engineering graduate with over two years of professional experience in software quality assurance, data validation, and analytical problem-solving. Interested in health informatics, public health research, and applying data-driven methods to healthcare research.

Experience

• Senior Quality Assurance Engineer
  Enosis Solutions
  Oct 2023 – Present
• Project Coordinator
  Bit Mascot
  2022 – 2023

Education

• BSc in Computer Science and Engineering
  Ahsanullah University of Science and Technology
  Computer Science and Engineering · 2017 – 2022
• Higher Secondary Certificate
  Holy Cross College
  2014 – 2016
• Secondary School Certificate
  Ideal School and College
  2014 – 2014

Skills

• SQL
• Git
• Bootstrap
• Research and Analytics
• Python
• Power BI
• Software Testing
• MySQL
• CSS3
• Data Cleaning
• NumPy
• Pandas
• scikit-learn
• PostgreSQL
• LaTeX
• Jira
• Confluence
• Postman
• Mobile Application Development
• Data validation
• Database Management
• Statistical Analysis
• Functional testing
• HTML5
• Playwright
• Regression Testing
• API Testing

Projects

• A Machine Learning Approach to Classify Offensive Comments from Bangla Text
  Python, NumPy, Scikit-learn, NLP, BNLP

  Developed machine learning and deep learning models for binary and multiclass Bangla text classification using data preprocessing, feature extraction, and comparative model evaluation.

• Personal Collection Tracker
  PL/SQL, Distributed Database

  A record system for tracking personal collections such as books and stamps, with two-way database connection, insert, delete, search, retrieval, triggers, packages, functions, and procedures.

• Sentiment Analysis using IMDB Movie Review Dataset
  NLP, Deep Learning, Python, NumPy, Scikit-learn, NLTK

  An NLP system designed to distinguish positive and negative IMDB movie reviews using 50,000 reviews and word embeddings. Deep learning algorithms such as CNN, LSTM, Bi-LSTM, and RNN were used to fit the data.

Courses & certifications

• Automation Testing Masterclass - Java, Selenium
• Introduction to SQL · Datacamp
• Data Warehousing and Business Intelligence · University of California, Irvine
• Linux Learning Course · Guru99

🏆 Achievements & awards

• The Scholars Forum Scholarship · 2011

  Scholarship recognition in 2010 and 2011.

• Vocabulary Enrichment Contest · 2012

  5th position in The Scholars Forum Vocabulary Enrichment Contest.

• The Best Student’s Performance Award · 2014

  Recognition received in 2011 and 2014.

🎯 Hobbies & interests

• Reading
• Music
• Paper crafting