Zameer Askery
Srinagar
Summary
AI Tutor and L2 Quality Reviewer with experience training and evaluating large scale generative and multimodal AI systems across audio, video, and text. Skilled in prompt engineering, RLHF, SFT, human-in-the-loop evaluation, and adversarial testing to improve model accuracy, safety, and alignment. Proven in reviewing annotator outputs, generating high-quality training data, and identifying vulnerabilities such as jailbreaks and prompt injection.
Overview
7
7
years of professional experience
Work History
Advanced AI Data Trainer
Invisible Technologies
USA
06.2023 - Current
- Leveraged proprietary annotation and data-labeling platforms to produce high-quality, curated datasets supporting large-scale AI model training and evaluation.
- Trained and evaluated AI models across multiple languages, including English, Urdu, and Hindi, ensuring linguistic accuracy, cultural relevance, and multilingual robustness.
- Collaborated closely with engineering and research teams to support the development, testing, and deployment of next-generation AI systems and workflows.
- Contributed to the design, refinement, and optimization of advanced annotation tools by providing continuous, user-driven feedback to technical teams.
- Produced diverse, high-quality written data (dialogue, prompts, reasoning, and structured outputs) to improve generative AI performance, safety, and reliability.
- Applied advanced model-alignment techniques, including RLHF (Reinforcement Learning from Human Feedback), SFT (Supervised Fine-Tuning), prompt engineering, and adversarial evaluation, to improve model behavior and reduce harmful or biased outputs.
- Performed adversarial red-team testing on conversational and multimodal AI systems to identify jailbreaks, prompt-injection vulnerabilities, multi-turn manipulation, and misuse scenarios.
- Generated high-value human-evaluation data by annotating model failures, classifying security and safety risks, and flagging systemic weaknesses to inform model improvements.
- Supported the launch and scaling of new AI tasks by training models, validating outputs, and ensuring consistent quality across evolving initiatives.
Teacher (Part Time)
Green Academy
Srinagar
06.2019 - Current
- Provided comprehensive instruction to middle school students at a private coaching center, fostering a supportive and engaging learning environment.
- Designed and delivered lesson plans tailored to the individual needs and learning styles of students, ensuring subject matter comprehension and academic success.
- Conducted regular assessments to monitor progress and provided constructive feedback to students and parents.
- Encouraged critical thinking and problem-solving skills through interactive teaching methods.
AI Tutor
xAI
USA
12.2024 - 11.2025
- Trained and evaluated Grok across audio, video, and text-based campaigns, improving its reasoning, response quality, and multimodal understanding.
- Created, reviewed, and refined high-quality prompts, conversations, and structured tasks to support large-scale prompt-engineering and model-alignment initiatives for Grok.
- Produced and annotated audio and video training data, including transcription, classification, error tagging, and behavioral evaluation of Grok’s multimodal outputs.
- Performed L2 quality review by auditing annotator work, validating labels, correcting errors, and ensuring consistency, accuracy, and adherence to project guidelines.
- Conducted Grok behavior analysis by testing outputs for accuracy, safety, tone, and alignment with human intent across complex real-world scenarios.
- Applied RLHF and SFT workflows by generating preference data, ranking Grok responses, and correcting model failures to improve reliability and usefulness.
- Generated human-in-the-loop evaluation data by labeling errors, classifying vulnerabilities, and flagging systemic and safety risks in Grok’s outputs.
- Collaborated with engineering and research teams to support new campaign launches, tooling improvements, and evolving training strategies.
- Helped refine annotation and evaluation tools by providing L2 user feedback on workflow efficiency, data quality, and reviewer-annotator coordination.
Internship
J&K Bank
Delhi
01.2023 - 03.2023
- Analyzed cash flows, receivables, payables, and inventory cycles to assess the organization’s working capital efficiency and liquidity position.
- Monitored accounts receivable and payable aging to identify bottlenecks, delayed payments, and opportunities to improve cash conversion cycles.
- Assisted in preparing working capital reports, variance analyses, and financial summaries to support management decision making.
- Contributed to forecasting and budgeting activities by providing working capital insights, and trend analysis.
Education
Integrated Master of Business Administration - Finance And Marketing
University of Kashmir
Srinagar01.2024
Intermediate -
Sri Pratap Model High School
Srinagar12.2015
Skills
- Artificial Intelligence & Model Training
Model Training, Generative AI, Multimodal AI, Prompt Engineering, RLHF, SFT, Model Alignment, AI Evaluation, Human-in-the-Loop, AI Safety, Adversarial Testing, Red Teaming, Jailbreak Testing, Prompt Injection, Failure Analysis, Behavior Testing - Data & Quality Operations
Data Labeling, L2 Review, Quality Auditing, Data Validation, Error Tagging, Data Curation, Annotation Tools, Workflow Optimization - Audio, Video & Multimodal
Speech Transcription, Audio Annotation, Video Labeling, Multimodal Evaluation
- Research & Analysis
Model Analysis, Risk Classification, Vulnerability Assessment, Systemic Risk Flagging - Finance & Operations
Working Capital Management, Cash Flow Analysis, Receivables Analysis, Payables Management, Liquidity Analysis, Financial Reporting
Personal Information
- Date of Birth: 03/08/97
- Nationality: India
- Place of Birth: Srinagar
Languages
- English, Highly proficient
- Urdu, Native speaker
- Kashmiri, Native speaker
- Hindi, Native speaker
Timeline
AI Tutor
xAI
12.2024 - 11.2025
Advanced AI Data Trainer
Invisible Technologies
06.2023 - Current
Internship
J&K Bank
01.2023 - 03.2023
Teacher (Part Time)
Green Academy
06.2019 - Current
Integrated Master of Business Administration - Finance And Marketing
University of Kashmir
Intermediate -
Sri Pratap Model High School