Siti FZ

Annotated and transcribed audio/video datasets for AI training and reviewed peers' outputs to ensure guideline compliance; processed ~15 annotations and reviewed 15–20 datasets daily, handling 1,500+ datasets with ~90% first-pass acceptance and promoted from Annotator to Reviewer within one month.

Processed and analyzed LiDAR aerial imagery to produce geospatial deliverables, including a 1:5000 base map covering 3,000+ map tiles across Sulawesi while maintaining high data accuracy and coordinating with teams for timely mapping outputs.

Evaluated and rated AI chatbot responses for accuracy, relevance, safety, and formatting; provided structured feedback, fact-checked outputs, labeled prompts, and reviewed audio quality for TTS datasets to improve model performance.

Managed distributor and inventory databases (1,000+ SKUs), prepared 50+ monthly reports and operational dashboards, coordinated with distributors to ensure data consistency, and contributed to a 50% increase in sales through improved data organization.

Digitized and processed geospatial data using ArcGIS from Pleiades and SPOT-7 satellite imagery, ensuring high accuracy in mapping deliverables for the project period.

Assisted laboratory teaching for GIS, Remote Sensing, Agrogeology, and Geomorphology courses, managed grading and student databases (100+ records per class), and supervised exams to ensure accurate assessment.

Performed data cross-checking and validation for regional development datasets and prepared analytical reports based on 100+ records to support planning and development activities.

Entered, organized, and verified UMKM commodity data from 50+ sub-districts across nine sectors into the KPJU database, maintaining data accuracy and consistency for project records.

Activities and societies: Programming Fundamental = 88; Front-end Development = 92; Back-end Development = 72; Code Challenge = 99

Completed an intensive Web Development program covering front-end and back-end fundamentals with high scores across modules.

Grade: 3.85/4.00

Activities and societies: Best Graduate, Faculty of Agriculture (2022); Exchange Student, Kyoto University Short Winter Program (2020); Beasiswa Pemerintah Kota Batam (2017-2022)

Bachelor of Agriculture, majoring in Land Resources Management with a focus on soil science and land resources; graduated with high academic distinction.