Irtifa Haider
Computer Science Researcher | AI & NLP Enthusiast
Education
M.Sc. in Computer Science and Engineering
Jahangirnagar University
B.Sc. in Computer Science and Engineering
Jahangirnagar University
Research & Publications
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A Comprehensive Text Optimization Approach to Bangla Summarization
Accepted in Bangla Language Processing Workshop, IJCNLP-AACL 2025
Projects
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Star Paradigm Social Network Clustering | | Python, NetworkX,scikit-learn, matplotlib, seaborn
Deployed proposedclustering algorithm benchmarked against K-Means, K-Medoids, and Agglomerative methods. Ensured reproducibility through test-driven experimentation and validated results with F1-score, Modularity, and Purity metrics.
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Plant Classification | Python, scikit-learn, skimage, NumPy, pandas,matplotlib, joblib, GridSearchCV, Pipeline, StandardScaler, SGDClassifier, SVM
Built an MLpipeline using HOGfeatures andSVM/SGDclassifiers achieving 80%accuracy. Optimized preprocessing and model tuning through GridSearchCV.
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LivSmart Smart Living Community App | Java, XML, Firebase, Dokka, JUnit, Mockito, MVVM
Built and maintained modulesfor service requests, event management,payments,alerts, anddashboards. Applied MVVM architecture to ensure clean, testable, and scalable code. Wrote unit tests with JUnit & Mockito andcollaborated throughGitHub& Trello.
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Hybrid Smart Energy System | C++, ArduinoIDE, ESP32, IoT sensors, Blynk, Solar Panel
Engineered anIoT-based hybrid energy system optimizing solar, grid, and battery usage. Designed power prioritization to ensure efficiency under varying conditions.
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OpenDoor Property Rental App | Java,XML, AndroidStudio, Firebase, CircleCI, Dokka, JUnit, Mockito, MVVM
Developed advancedfilters, real-time alerts, and property listing features. Integrated CI/CD (CircleCI) for automated builds and testing.
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JU CSE Alumni Platform | HTML, CSS, JavaScript, React, Django, RESTAPI, MongoDB, MVC
Developed aplatformfor Jahangirnagar University CSE alumni, featuring event management, directories, and community engagement tools.
Teaching Experience
Coding Instructor – CoderPals
Teach Scratch and Python to children through engaging game-basedandproject-based lessons, simplifying concepts to foster hands-on learning and problem-solving skills.
Sept 2024 – Present
Volunteer Experiences
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Deep Ecology & Snake Conservation Foundation
Duration: 2023 – Present
Collaborating with environmental activists and researchers on ecological conservation initiatives and awareness programs focused on wildlife and snake conservation.
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National Collegiate Programming Contest (NCPC)
Role: Event Support Staff
Location: Jahangirnagar University | 2024
Assisted in organizing contest logistics, participant coordination, and event management for the National Collegiate Programming Contest.