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TRACK RECORDS
I combine data-driven insights, automation, and scalable deployment for AI/ML applications. Here's what I did in my previous roles:
1. AI/ML Development & Data Automation
〽︎︎︎︎ Predictive Analytics
- • Models for sales forecasting, demand prediction, and customer segmentation
NLP & AI Chatbots
- • AI chatbots for resume screening and AI-driven Q&A & customer support
⚠ Fraud & Anomaly Detection
- • Systems to identify fraudulent transactions and provide real-time fraud alerts
Computer Vision & OCR
- • License plate & ID recognition systems for streamlined document processing in finance
♻ Data Extraction & Web Scraping
- • Web scrapers for market research & competitor pricing with dashboard integration
2. Dashboards & Landing Pages
Interactive Dashboards & Data Visualization
- • BI dashboards (Looker, Power BI, Tableau) for KPIs, SaaS tracking & trading analytics
✦ AI-Integrated Web Apps
- • AI SaaS web apps (e.g. chatbots, job-matching)
- • Custom dashboards for web & mobile, UI/UX in Figma
✒ Branded Landing Pages
- • For companies & personal CV/portfolios, deployed to GitHub Pages/Cloudflare
- • Complex layouts with animations & multi-page sections + custom domains
More about me! Take a look at my achievements from professional experience & academic studies:
Achievements +Publications
1st Winner Best Paper: AI & Tech ACFE Call for Papers 2024
Semifinalist AI Hackathon Bank Indonesia - FEKDI 2024
Top 10 Scientific Paper Physics Fair Padjadjaran University
Top 10 Scientific Paper Economic Finance Study Club Diponegoro University
PUBLISHED:
✦︎ Analyzing the Indonesian Monsoon Index: A Combined Statistical and Machine Learning Approach. International Journal on Advanced Science, Engineering and Information Technology, 15(5), 1606-1615.
https://doi.org/10.18517/ijaseit.15.5.20539
✦︎ Fraud syndicates within digital ecosystem: Graphnetwork and transaction analysis approach. (2025). Asia-Pacific Fraud Journal, 10(1), June 2025.
https://doi.org/10.21532/apfjournal.v10i1.381
✦︎ Propagation characteristics of Madden Julian Oscillation in the Indonesian Maritime Continent: Case studies for 2020-2022. (2023). Agromet Journal, 38(1), 1-12.
https://doi.org/10.29244/j.agromet.38.1.1-12
Workplace Certifications
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AML and Data Governance: Risk-Based Mentoring Program for Crimes of Money Laundering and Terrorism Financing in Human Trafficking and Financial Technology Crimes - PPATK (Indonesian Financial Transaction Reports and Analysis Centre)
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Data Science: Certificate of Competencies - Kalbe Nutritionals Internship Program (Kalbe is a leading pharmaceutical and consumer health brand in Indonesia)
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Full-Stack Development: Certificate of Competencies - BTPN Syariah Internship Program (BTPN is a leading Indonesian bank offering digital and traditional banking services)
Coursework Certifications
CS50 AI - Harvard Online
Google Cloud ML Engineer - Google
AI on Azure - Microsoft
The Full Stack - Meta
Python for Data Science - IBM
SQL for Data Science - UC Davis
Data Science & Website Development - MySkill x Deloitte
Why Work With Me?
Let's work together.
📩 Email: kristynatasha011@gmail.com
🐈⬛ Github: github.com/natgluons
💬 WhatsApp: (+44) 7470632088