Ihza R.

Key Skills

Software

No software listed

Top Subject Matter

Social Media Marketing

Inventory Optimization

PPIC

Top Data Types

Video

Top Task Types

No task types listed

Freelancer Overview

PPIC Internship Intern. Brings 1+ years of professional experience across complex professional workflows, research, and quality-focused execution. Education includes Bachelor of Industrial Engineering, Universitas Airlangga (2026).

Labeling Experience

LSTM model for bachelor thesis: IDENTIFICATION OF MACROECONOMIC INDICATORS IN FAST FOOD RESTAURANT DEMAND FORECASTING USING LONG SHORT TERM MEMORY FOR INVENTORY OPTIMIZATION

TextClassification

If data labelling for my own dataset counts, i have experience labelling sales data for my thesis' LSTM model. The data labelled are sales data which are used to better forecast customer demand based on a product's relative premium or cheap subtitute and macroeconomic conditions. Manual labelling method is chosen since the judgement to cheap and premium when comparing to street food alternatives can be subjective, hence manual labelling instead of automated machine learning

2025 - 2025

Education

Work History