Emmanuel

Key Skills

Software

Other

Google Cloud Vertex AI

Top Subject Matter

Client analytics

dataset preparation

and reporting automation

Top Data Types

Text

Top Task Types

Data Collection

Freelancer Overview

Upwork & Fiverr — Data Analyst (Data preparation, integration, and reporting automation for client datasets). Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other and Google Cloud Vertex AI. Education includes Bachelor of Science, N/A (2023) and Coursework, N/A (2020). AI-training focus includes data types such as Text, Computer Code, and Programming and labeling workflows including Data Collection.

Labeling Experience

PWAN Premium Realtors & Concerns LTD. — Head of Data & Technology (automation-driven analytics workflow standardization)

Google Cloud Vertex AIData Collection

Defined and implemented analytics workflows that standardized data pipelines for operational reporting. Built scheduled reporting automation using Google Sheets, SQL-based data sources, and Apps Script. Improved data consistency to accelerate leadership decision-making. • Designed reporting workflows using Google Sheets, SQL data sources, and Apps Script. • Automated daily, weekly, and monthly reporting cycles. • Established analytics priorities, data workflows, and reporting standards. • Reduced manual spreadsheet effort by 60–70% through automation.

2025 - Present

Upwork & Fiverr — Data Analyst (Data preparation, integration, and reporting automation for client datasets)

OtherTextData Collection

Provided analytics and reporting outputs for diverse clients by cleaning and transforming structured datasets. Conducted data preparation and record matching workflows using Python to ensure data quality for downstream analysis. Supported client reporting needs by writing and validating SQL queries across multiple database platforms. • Cleaned, transformed, and aggregated datasets ranging from 10k to 1M+ rows. • Wrote SQL queries for PostgreSQL, SQL Server, and Zoho Analytics. • Integrated records across multiple data sources using pandas and rapidfuzz. • Delivered walkthroughs, documentation, and training for reporting handover.

2022 - Present

Education

Work History