Dishika Kataria

Dishika Kataria

AI Trainer
UAE
English, Hindi

About Me

AI Trainer, Quality Reviewer, and Learning & Development Specialist with 3.5+ years of experience in AI model evaluation, data annotation, prompt engineering, training delivery, and customer support. Proven ability to im…

Experience

Annotator & Quality Reviewer

Mercor · San Francisco, USA
Mar 2026 - Present · 7 months

<p>Annotate and label datasets across multiple domains to support AI model training.<br>
Conduct quality checks on annotated data and AI-generated responses to ensure accuracy, clarity, and guideline compliance.<br>
Identify errors, provide actionable feedback, and maintain high-quality standards under tight deadlines.<br>
Contribute to dataset structuring to improve model understanding and performance.</p>

AI Trainer

Outlier.ai (Scale AI) · Oakland, California, USA
Jun 2025 - Mar 2026 · 9 months

<p>Reviewed and rated AI responses for clarity, correctness, and guideline alignment.<br>
Labeled and categorized text data to train and fine-tune AI models.<br>
Created test prompts and provided feedback to reduce model errors and bias.</p>

Senior AI Reviewer

Outlier.ai (Scale AI) · Oakland, California, USA
Feb 2025 - Mar 2026 · 1 year 1 month

<p>Led quality reviews of AI-generated responses, ensuring accuracy, tone, and safety compliance.<br>
Designed and refined prompts to test edge cases and improve model performance.<br>
Provided detailed feedback to junior reviewers and supported continuous model improvement.<br>
Ensured adherence to fairness, ethical, and safety standards across diverse scenarios.</p>

Learning and Development Trainer/Freelance Trainer

Futwork · Mumbai, India
Feb 2022 - Nov 2024 · 2 years 9 months

<p>Delivered 1,000+ agent trainings across Sales, Pre-sales, EdTech, and Technical processes (batch sizes 10–100).<br>
Improved agent performance by 60–70% through targeted coaching and retraining.<br>
Achieved >90% performance evaluation across all training sessions.<br>
Enhanced productivity by 80% through personalized coaching and structured training programs.<br>
Mentored 3 junior trainers, improving facilitation and leadership skills.<br>
Supported agents during QA stages to ensure consistent performance.</p>

Senior Customer Support Executive

Futwork · Mumbai, India
Feb 2022 - May 2023 · 1 year 3 months

<p>Handled customer inquiries via phone, email, and live chat with clarity and professionalism.<br>
Reviewed daily/weekly targets and call schedules.<br>
Generated leads and scheduling appointments, logged customer interactions and updated the CRM.<br>
Delivered personalized support while meeting company KPIs and quality standards.<br>
Provided exceptional customer service and maintained accurate records.<br>
Collaborated with internal departments to ensure efficient issue resolution.</p>

Skills

AI Training & Evaluation Data Annotation & Quality Review Prompt Engineering Training Delivery & Facilitation Train the Trainer Coaching & Mentoring Curriculum Design Customer Support Communication Problem Solving Team Collaboration Google Workspace Sheets Docs Forms Slack Excel PowerPoint Word Canva
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