プロフィール詳細

プロジェクトを作成

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Sabrina Alim D.に依頼

Bangladesh

Research-Focused Data Analyst | Machine Learning, Dataset Development & Academic Writing | Undergraduate Teaching Assist

プロフィール概要

Research Experience & Projects: 1.Developed a 32-class fish image dataset collected from Bangladeshi local markets for detection and classification tasks 2.Worked on a fish detection and classification application using computer vision and machine learning techniques 3.Conducted exploratory research on Large Language Models (LLMs) and their potential applications 4.Ongoing research on predicting remedies from home ingredients using data-driven and machine learning approaches 5.Experience in dataset creation, annotation, preprocessing, and analysis for research-ready use **Interested in computer vision, low-cost healthcare solutions, and socially impactful AI research relevant to developing countries Academic & Teaching Experience: 1.Undergraduate Teaching Assistant, supporting lectures, labs, and student mentoring 2.Guided students in projects, assignments, and research thinking 3.Known for explaining complex technical concepts in a clear and student-friendly manner Skills & Strengths: 1.Data Analysis | Machine Learning | Dataset Development 2.Academic & Technical Writing | Research Documentation 3.Python, ML Libraries, Data Preprocessing 4.Strong communication with technical and non-technical audiences Achievements: 1.Winner, CSE Project Show (UIU) for developing an AI-driven Doctor Station aimed at providing healthcare support for rural communities 2.Awarded multiple merit-based undergraduate scholarships for academic excellence

専門分野

• ☆ Data Collection
• ☆ Statistics
• ☆ Comparative Analysis
• ☆ Regression Analysis
• ☆ Nonlinear Regression
• ☆ Bayesian Statistics
• ☆ Correlation Analysis
• ☆ Mathematical Statistics
• ☆ Python
• ☆ Java

サービス

• Writing
• Research
• Data & AI

Writing Technical Writing, Creative Writing, Newswriting

Research User Research, Meta-Research, Feasibility Study, Fact Checking, Gap Analysis, Scientific and Technical Research, Systematic Literature Review, Secondary Data Collection

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-ML, Data Mining, Data Cleaning, Data Processing

職務経験

Undergraduate Teaching Assistant

United International University

6月 2024 - 現在

Student

United International University

10月 2021 - 現在

学歴

BSc in computer Science & Engineering

United International University - Bangladesh

12月 2021 - 現在

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Sabrina Alim Dipa, Arjun Pal, Md. Shoaib Shahria, Md. Delwar Shahadat Deepu, Raiyan Rahman (2025). BengalDeltaFish: A local dataset for fish detection in Bangladeshi markets . Data in Brief.