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afni puspita zahra UserAU
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afni puspita zahra User

@afnipuspitazahrauser

Data Scientist at PT Syntech Mitra Integrasi building drug-claim screening and fine-tuning a language model.

Indonesia
Message

At PT Syntech Mitra Integrasi, I built a Medicine Intelligence engine that pre-screens drug claims and explains whether each claim is approved, rejected, or needs review. I also reconciled more than 93,000 drug and hospital provider names against master data using fuzzy string matching.

I’m training and evaluating an in-house language model for extracting patient, billing, and fraud indicators from claim documents, with fine-tuning in progress. My projects include predicting drug–disease interactions on the PrimeKG knowledge graph and an ESG prediction study published as a book.

Experience

Work history, roles, and key accomplishments

PI
Current

Data Scientist

PT Syntech Mitra Integrasi

Mar 2026 - Present (7 months)

Built a Medicine Intelligence engine that pre-screens drug claims, designed six checks for validation, and reconciled 93,000+ drug and hospital provider names. Responsible for training and evaluating an in-house language model for claim data extraction.

BM

Data Management Intern

Burn Motion

Jun 2025 - Oct 2025 (4 months)

Prepared and checked data from KOL, content creator, e-commerce, and sales teams. Analyzed live-stream sales drivers and audience sentiment, and ranked regions by sales potential.

PK

Junior Data Scientist Intern

PT. Inovasi Lentera Cipta Kreasi

Feb 2025 - Jun 2025 (4 months)

Cleaned and prepared raw data for modeling, analyzed data to identify high-potential Science majors, and presented findings in a Tableau dashboard.

PU

Assistant Lecturer

Pancasila University

Sep 2024 - Jan 2025 (4 months)

Guided 100+ students across 3 courses in database management, algorithms, and data structures. Co-led practical lab sessions, graded coursework, and mentored student projects.

Education

Degrees, certifications, and relevant coursework

Pancasila University logoPU

Pancasila University

Bachelor of Informatics Engineering, Informatics Engineering

2022 - 2026

Grade: 3.84/4.00

Activities and societies: Cum laude; best graduate of the Informatics Engineering program, odd semester 2025/2026.

Bachelor of Informatics Engineering with GPA 3.84/4.00, cum laude, and best graduate of the program. Final project on ESG level prediction using financial data and sentiment analysis, later published as a book.

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