プロフィール詳細

プロジェクトを作成

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Kazi Fayzus S.に依頼

Thailand

Freelance Data Scientist & Researcher | 11+ Years in Biostatistics, Machine Learning, and Public Health

プロフィール概要

I am an experienced data scientist and researcher specializing in the integration of advanced AI methodologies with empirical research. With a robust background in collecting and analyzing multimodal data, including visual, audio, and sociodemographic information, I am adept at developing and implementing machine learning models to tackle complex problems in healthcare and social science. My current research focuses on using visual saliency data to identify perinatal depression among mothers, where I employ state-of-the-art AI techniques to analyze eye-tracking, audio, and image data. I have successfully managed cross-sectional studies involving large sample sizes and complex data sets, integrating various types of data to enhance model accuracy and reliability. I have substantial experience in performing factor analysis, multinomial regression, and multilevel proportional odds models. My expertise extends to conducting systematic reviews, adjusting for confounding variables, and utilizing statistical software such as SPSS, STATA, and R for in-depth analyses. I am committed to delivering high-quality, data-driven insights and solutions. Whether you need assistance with data analysis, model development, or systematic reviews, I offer a comprehensive skill set and a results-oriented approach to support your project's success.

専門分野

• ☆ Biostatistics
• ☆ Information Technology
• ☆ Database Management
• ☆ Data Analysis
• ☆ Image Processing
• ☆ Social Network Analysis
• ☆ Computer Simulation/Computational Modeling
• ☆ Algorithm Design
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Cluster Analysis
• ☆ Data Visualization
• ☆ Big Data Analytics
• ☆ Data Collection
• ☆ Data Management
• ☆ Data Manipulation
• ☆ Machine Learning
• ☆ Text Mining & Analytics
• ☆ Data Mining
• ☆ Data Cleaning
• ☆ Data Architecture
• ☆ Neural Networks
• ☆ Pattern Recognition
• ☆ Artificial Intelligence
• ☆ Deep Learning
• ☆ Data Security
• ☆ Business Analytics
• ☆ Fuzzy Logic
• ☆ Statistics
• ☆ Applied Statistics
• ☆ Social Statistics
• ☆ Bayesian Statistics
• ☆ Health Data Analysis
• ☆ Gender Studies
• ☆ Python
• ☆ SPSS
• ☆ Matlab
• ☆ SQL
• ☆ Excel
• ☆ STATA
• ☆ LaTex
• ☆ R
• ☆ Tableau
• ☆ Public Health
• ☆ Epidemiology
• ☆ Environmental Epidemiology
• ☆ Pandemic Preparedness
• ☆ Food Security
• ☆ Poverty Alleviation
• ☆ Global Health
• ☆ Disease Control And Prevention
• ☆ Public Health and Sanitation
• ☆ Community Health Services
• ☆ Quality of Life Assessment
• ☆ Tobacco Use Prevention & Control

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Clinical Trial Documentation, Medical Writing, Non-Medical Regulatory Writing, Technical Writing, Creative Writing, Audio Transcription, Translation

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

Consulting Healthcare Consulting, Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Big Data Analytics, Text Mining & Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

職務経験

Senior Data Analyst

Eminence Associates for Social Development

6月 2020 - 現在

Senior Executive, Research

SRG Bangladesh Ltd. (SRGB), [Center for Research & Management Consulting]

6月 2019 - 6月 2020

学歴

Ph.D. (Faculty of Medicine, Department of Epidemiology)

Prince of Songkla University

6月 2022 - 現在

MBA (School of Business)

Ahsanullah University of Science and Technology

3月 2012 - 3月 2013

M.Sc. (Statistics)

University of Rajshahi

1月 2010 - 12月 2010

B.Sc. (Statistics)

University of Rajshahi

3月 2006 - 7月 2009

認定資格

• 認定資格の詳細は未入力です。

出版物

BOOK CHAPTER

Talukder, S.H., Islam, T., Asad, H.B., Fayzus Salahin, K., Sultana, U.F., Akter, S.(2023). Indigenous Knowledge and Practice Related to Health, Nutrition, and Environments in Bangladesh . Socio-Ecological Systems and Decoloniality: Convergence of Indigenous and Western Knowledge. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 209-231.

Kazi Fayzus Salahin, Shamim Hayder Talukder, Tasneem Islam, Homayra Binte Asad, Umme Farihin Sultana, Shahin Akter(2022). Indigenous Knowledge and Practice Related to Health, Nutrition, and Environments in Bangladesh . Socio-Ecological Systems and Decoloniality. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 209--231. Springer International Publishing

JOURNAL ARTICLE

Prabhakaran, D., Singh, K., Kondal, D., Raspail, L., Mohan, B., Kato, T., Sarrafzadegan, N., Talukder, S.H., Akter, S., Amin, M.R., et al.(2022). Erratum: Cardiovascular Risk Factors and Clinical Outcomes among Patients Hospitalized with COVID-19: Findings from the World Heart Federation COVID-19 Study (Global Heart. (2022) 17: 1 (40) DOI: 10.5334/gh.1128) . Global Heart. 17. (1).

(2021). An Empirical Analysis on Consumer's Perception, Attitude and Adoptability of SMS Advertising: Bangladesh Perspective . International Journal of Humanities Arts and Business Journal.

Tanvir Abir and Taha Husain and Shaikh Sabbir Ahmed Waliullah and Dewan Muhammad Nura Yazdani and Kazi Fayzus Salahin and Md Adnan Rahman(2020). Consumer Buying Behavior towards E-Commerce: A Survey Study of Consumers at a Selected Online Shopping Site in Dhaka, Bangladesh . Open Journal of Business and Management. 08. (06). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 2716--2728. Scientific Research Publishing, Inc.

(2020). USE OF THE HEALTH BELIEF MODEL FOR THE ASSESSMENT OF PUBLIC KNOWLEDGE AND HOUSEHOLD PREVENTIVE PRACTICES IN DHAKA, BANGLADESH, A DENGUE-ENDEMIC CITY. Journal of Xi'an University of Architecture & Technology.

Sayeedul Al-amin and Kazi F Salahin and Taha Husain and Tanvir Abir and Kingsley E Agho(2019). Analysing the prevailing status of nurses at private hospitals in Bangladesh: A study on quality of work life . Clinical Sciences Research and Reports. 2. (1). Open Access Text Pvt, Ltd.