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Ariel Tolentino

Ariel Tolentino

Agency
USA flagFlorida, Usa
taskmastervirtualally.com/
$49.00/hrExpert25+

Key Skills

Software

LabelboxLabelbox
V7 LabsV7 Labs
CVATCVAT
AppenAppen

Top Subject Matter

No subject matter listed

Top Data Types

TextText
Medical DicomMedical Dicom
Computer Code ProgrammingComputer Code Programming

Top Task Types

SegmentationSegmentation
Entity (NER) ClassificationEntity (NER) Classification
RLHFRLHF
Evaluation/RatingEvaluation/Rating
Red TeamingRed Teaming

Company Overview

THE AI DATA READINESS BOTTLENECK The enterprise AI market is stalling. Companies pour millions into foundational models and raw compute, expecting instant ROI. Yet, 88% of deployments fail. Why? Because the industry is obsessed with the software layer while completely ignoring the Human Infrastructure required to secure the data and validate the outputs. Standard gig-worker networks cannot securely handle complex, enterprise-grade data. THE SOLUTION: HIaaS (Human Infrastructure as a Service) TaskMaster Virtual Ally (a US-based LLC) is the definitive execution layer for enterprise AI. We do not crowdsource. We deploy highly secure, fully managed "Execution Pods" to act as your dedicated data refinery. OUR INFRASTRUCTURE: • Elite Talent: Our pods are exclusively staffed by certified IT professionals, L1/L2 NOC Engineers, and Cybersecurity Specialists. We bring deep technical competence to RLHF, complex annotation, and agentic evaluation. • Zero-Trust Security: We operate out of physically secure "Clean Rooms" with strict access controls and zero-data-retention policies, ensuring absolute compliance for proprietary enterprise training data. • Pod Architecture: Managed micro-teams (2 Data, 2 Ops, 1 Lead) that plug directly into your scaling workflows. OUR MISSION: To absorb the operational friction of AI scaling. Software is the engine. We are the refinery. EQ + AI = Mission Velocity. Success is for yourself, Significance is for others.

ExpertEnglish

Security

Security Overview

TaskMaster operates on a strict 'Zero-Trust' physical and digital security model designed specifically to protect proprietary enterprise training data and unreleased foundational models. PHYSICAL SECURITY (THE CLEAN ROOMS): We do not permit remote or 'work-from-home' data processing. All execution pods operate out of dedicated, badge-accessed facilities. We enforce a strict 'No-Device' policy on the production floor—absolutely no mobile phones, personal laptops, external storage, or recording devices are permitted near client data. DIGITAL SECURITY: Our operators work within closed-loop network environments. We strictly enforce Zero-Data-Retention protocols; all data is processed directly within the client's secure platform or via secure API. No proprietary training data, logs, or unreleased assets are ever downloaded or stored locally on TaskMaster hardware. PERSONNEL SECURITY: We do not crowd-source or use unverified gig-workers. 100% of our operators are full-time, heavily vetted IT, NOC, and Cybersecurity professionals bound by strict, legally enforceable NDAs backed by our US-based LLC entity. We are architected from the ground up to securely process the complex, high-liability data (HIPAA, proprietary code, unreleased IP) that standard, distributed labeling networks cannot touch.

Labeling Experience

Labelbox

Enterprise Network Telemetry Red Teaming & RLHF

LabelboxComputer Code ProgrammingRLHFRed Teaming
Deployed a managed execution pod of L1-L3 NOC engineers and IT specialists to conduct rigorous adversarial testing (Red Teaming) and log evaluation for an enterprise LLM. Our team structured complex network telemetry data and provided technical RLHF to ensure model alignment in threat-detection scenarios. Executed entirely within our physically secure, zero-device 'Clean Rooms' to protect proprietary client infrastructure.

Deployed a managed execution pod of L1-L3 NOC engineers and IT specialists to conduct rigorous adversarial testing (Red Teaming) and log evaluation for an enterprise LLM. Our team structured complex network telemetry data and provided technical RLHF to ensure model alignment in threat-detection scenarios. Executed entirely within our physically secure, zero-device 'Clean Rooms' to protect proprietary client infrastructure.

2025 - Present
V7 Labs

HIPAA-Aligned Clinical Data QA & NER Classification

V7 LabsMedical DicomEntity Ner ClassificationSegmentation
Provided secure Human-in-the-Loop (HITL) execution for complex clinical data evaluation and Named Entity Recognition (NER) classification. TaskMaster deployed a dedicated pod operating under strict Zero-Data-Retention protocols to review model outputs for medical documentation. Ensured 100% compliance and zero data leakage for highly sensitive text and imaging data.

Provided secure Human-in-the-Loop (HITL) execution for complex clinical data evaluation and Named Entity Recognition (NER) classification. TaskMaster deployed a dedicated pod operating under strict Zero-Data-Retention protocols to review model outputs for medical documentation. Ensured 100% compliance and zero data leakage for highly sensitive text and imaging data.

2025 - Present