Kishan R.

Key Skills

Software

Other

Top Subject Matter

Enterprise application data quality

API validation

and compliance-focused evaluation

Top Data Types

Text

Document

Top Task Types

Prompt + Response Writing (SFT)

Freelancer Overview

QA Consultant & AI Data Quality Specialist — Arcadis. Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Postman, SQL, and Other. Education includes Graduate Certificate in Project Management, Fanshawe College and Graduate Certificate in Operations Management, Fanshawe College. AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Prompt + Response Writing (SFT).

Labeling Experience

Agentic Simulation & Logical Workflow Auditor (Guidewire Project) — Self-Led Practical Simulation

TextPrompt + Response Writing (SFT)

Created positive, negative, and adversarial prompts to surface validation and reasoning errors in multi-step policy, claims, and billing workflows. Simulated agentic logic to evaluate correctness of expected outcomes for complex business rules. Verified backend data states using SQL and mapped expected results to accuracy-check the simulated workflow. • Wrote adversarial and scenario-based prompts • Evaluated multi-step workflow reasoning • Used SQL to confirm backend state accuracy • Mapped expected outcomes for validation of results

2025 - Present

QA Consultant & AI Data Quality Specialist — Arcadis

Text

Evaluated complex enterprise application and backend data by creating structured validation scenarios to improve data integrity. Performed validation of REST API payloads and cross-checked backend states using SQL to confirm expected outcomes and logical consistency. Conducted compliance and workflow reviews while identifying behavioral failure patterns and defects that impact data quality. • Reviewed technical outputs for inconsistencies • Validated REST API payloads and backend data • Performed root-cause analysis to identify recurring failure modes • Checked workflows, documentation, and user-facing features for compliance risks

2025 - Present

Management Consultant – QA & Functional Evaluator — Arcadis

Text

Defined acceptance criteria and workflow boundaries for business-critical applications using analytical validation techniques. Audited test coverage to uncover hidden defects and supported functional evaluation through structured reporting and defect lifecycle management. Developed automation for regression testing to strengthen the reliability of validated outputs. • Defined acceptance criteria and test boundaries • Uncovered hidden defects via validation analysis • Produced structured defect reports for development teams • Built regression-testing automation (Java, Appium, WebdriverIO)

2023 - 2025

QA Engineer — Laurentian Bank & Best Buy

Text

Performed manual, functional, regression, and API testing activities to identify edge cases and calculation issues across transaction scenarios. Simulated diverse user journeys and transaction flows to detect boundary conditions and data integrity problems. Managed defect lifecycles in JIRA and generated structured reports to support downstream fixes. • Simulated user journeys and transaction scenarios • Identified edge cases and calculation defects • Managed defect lifecycles in JIRA • Authored structured QA reports for development teams

2019 - 2023

Education

Work History