Gian B.

Key Skills

Software

No software listed

Top Subject Matter

AI model training

dataset annotation

prompt/response evaluation

Top Data Types

Text

Image

Document

Top Task Types

Data Collection

Freelancer Overview

Data Analyst (Project-Based) — INNODATA (Multimodal AI data annotation & evaluation). Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include INNODATA and Quantrics Enterprise. Education includes Bachelor, Bicol State College of Applied Science and Technology. AI-training focus includes data types such as Text and Images and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

Data Analyst (Project-Based) — INNODATA (Multimodal AI data annotation & evaluation)

Text

Performed multimodal data annotation supporting AI model training and evaluation. Analyzed AI prompt effectiveness and assessed model response quality to identify patterns for improved accuracy. Curated and validated labeled datasets against project benchmarks while training and fine-tuning models. • Labeled data needed for downstream model learning and evaluation • Reviewed prompts and responses to measure quality and consistency • Flagged issues and used findings to guide iterative improvements • Ensured labeled dataset performance met project evaluation criteria

2025 - 2026

Collection Specialist — Quantrics Enterprise (Data integrity & record verification)

Data Collection

Handled high-volume collection transactions with strict documentation and data integrity controls. Reconciled customer accounts and resolved discrepancies by coordinating across teams and external clients. Managed aging reports and monitored outstanding balances to reduce delinquencies. • Verified and updated transaction/account records for accuracy • Produced and monitored aging reports with compliance requirements • Resolved inconsistencies through investigation and reconciliation • Maintained compliant documentation for collection activities

2019 - 2022

Education

Work History