プロフィール詳細

プロジェクトを作成

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Tri M.に依頼

Indonesia

Healthcare Data Analyst & ML Specialist | Biostatistics, Predictive Modeling, SPSS/Python

プロフィール概要

I am a Data Analyst and Machine Learning specialist with a strong focus on healthcare and medical research. I have experience working on interdisciplinary research projects involving clinical data, statistical modeling, and predictive analytics. My expertise includes data cleaning, preprocessing, and analysis using Python, SPSS, Stata, and Excel. I have worked with complex datasets, transforming them into structured and reliable data ready for statistical testing and machine learning modeling. I am experienced in performing regression analysis, classification modeling, ROC/AUC evaluation, and handling class imbalance problems. In my previous projects, I have collaborated with healthcare institutions and international partners, contributing to research involving antibody titer prediction, clinical outcome modeling, and data-driven decision support. I am comfortable working with domain-specific datasets and understand the importance of accurate interpretation in a clinical context.

専門分野

• ☆ Biostatistics
• ☆ Data Analysis
• ☆ Machine Learning
• ☆ Artificial Intelligence
• ☆ Health Data Analysis
• ☆ Python
• ☆ SPSS
• ☆ R
• ☆ Drug Development
• ☆ Preclinical Research
• ☆ Public Health
• ☆ Epidemiology

サービス

• Research
• Data & AI

Research Meta-Research, Scientific and Technical Research, Systematic Literature Review, Secondary Data Collection

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

職務経験

Universitas Padjadjaran

- 現在

学歴

Diploma (Computer Science)

Telkom University

- 現在

Master (Computer Science)

Binus University

9月 2024 - 4月 2026

Bachelor (Computer Science)

Universitas Komputer Indonesia

8月 2009 - 9月 2011

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Tri Mulyani, Yanri Wijayanti Subronto, Nur Aini Kusmayanti, Pande Putu Januraga, Late Nyoman Dewa Wirawan, Rudi Wisaksana, Evi Sukmaningrum, Nurhayati Hamim Kawi, Shelly Iskandar, Nurjannah Sulaiman, et al. (2022). Simplified clinical algorithm for immediate antiretroviral therapy initiation . Indian Journal of Medical Research.

Tri Mulyani, Ratna Anggraeni, Phyllis Carosone-Link, Bulantrisna Djelantik, Eka P. Setiawan, Widya W. Hartanto, Abla Ghanie, Denny S. Utama, Erica Lukman, Suprihati Winarto, et al. (2019). Otitis media related hearing loss in Indonesian school children . International Journal of Pediatric Otorhinolaryngology.

Tri Mulyani, Pande Putu Januraga, Joanne Reekie, Bony Wiem Lestari, Shelly Iskandar, Rudi Wisaksana, Nur Aini Kusmayanti, Yanri Wijayanti Subronto, Desak Nyoman Widyanthini, Dewa Nyoman Wirawan, et al. (2018). The cascade of HIV care among key populations in Indonesia: a prospective cohort study . The Lancet HIV.

Tri Mulyani, Ratna Anggraeni, Widya W. Hartanto, Bulantrisna Djelantik, Abla Ghanie, Denny S. Utama, Eka P. Setiawan, Erica Lukman, Chintriany Hardiningsih, Suprihati Asmuni, et al. (2014). Otitis Media in Indonesian Urban and Rural School Children . Pediatric Infectious Disease Journal.