Pankaj Kumar Sharma

Data Annotator (Al Model)

Innodata Inc.

Jan 2025 - Current (1 year 6 months)

As a Data Annotator (AI Model), I was responsible for annotating and labeling text, images, audio, and video data with precision and attention to detail. I reviewed and validated peer annotations to ensure adherence to guidelines and maintained high accuracy throughout the process. My role required identifying patterns, errors, and edge cases, as well as performing segmentation, categorization, and sentiment labeling to enhance the quality of the datasets. I consistently met daily and weekly productivity targets while adapting to new tools and workflows. Additionally, my experience with cloud-based tools and structured workflows, although not directly involving IT solution implementation or Databricks, demonstrated my ability to work within

Data Annotator for Al Models

RWS Group

Jan 2024 - Current (2 years 6 months)

As a Data Annotator for AI Models, I was responsible for annotating text, audio, images, and video to support the training and improvement of machine learning models. My role involved evaluating samples, assigning categories, and adjusting captions to ensure high-quality data input for model development. Additionally, I leveraged my understanding of IT solution implementation by utilizing digital annotation tools and adhering to defined workflows, which supported the overall technical processes involved in machine learning systems. While my experience with Databricks was limited and not directly applicable, my focus remained on enhancing the efficiency and accuracy of ML models through meticulous data annotation and evaluation. Furthermore,

Remote Al Trainer

Outlier

Jul 2023 - Current (3 years)

As a Remote AI Trainer, I led AI model training projects, ensuring the effective evaluation of AI-generated content and the creation of high-quality training materials. My responsibilities included assessing model outputs and working with training data to enhance the accuracy and reliability of AI systems. Additionally, I followed established platform workflows and utilized digital annotation systems to streamline the training process. While my role did not directly involve IT solution implementation, my experience with technology adoption and process execution provided valuable insights into the operational aspects of IT environments, contributing to a more comprehensive understanding of the integration of AI solutions. Furthermore, my exp

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Mathematics Tutor

Focus Edumatics Pvt. Ltd.

Feb 2021 - Current (5 years 5 months)

As a Mathematics Tutor, I delivered virtual tutoring sessions for students in Grades IV-XII, focusing on simplifying complex mathematical concepts to enhance understanding and retention. I maintained detailed records of student progress, which allowed for tailored support and effective learning plans. While my primary role centered on training and educational development, I also drew on my experience with IT solution implementation to create a more engaging online learning environment, ensuring that students had access to the necessary resources. Although my work did not directly involve Databricks or IT solution development, the structured lesson delivery and concept simplification were integral to fostering a supportive learning atmospher

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Mathematics Teacher

Clavictor Academy

Jun 2020 - Jun 2021 (1 year 1 month)

As a Mathematics Teacher, I delivered structured mathematics instruction and developed customized lesson plans tailored to meet the diverse needs of my students. This role not only honed my skills in lesson planning and content creation but also strengthened my communication abilities, allowing me to convey complex concepts in an accessible manner. Additionally, the experience of organizing and structuring lessons has proven beneficial in creating organized, concise, and impactful fraud-awareness content, ensuring that critical information is effectively communicated to various audiences.

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Assessment Evaluator

MeritTrac Service Pvt. Ltd.

May 2017 - May 2019 (2 years 1 month)

As an Assessment Evaluator, I conducted onscreen evaluations for university exams, ensuring accurate and fair grading to uphold academic integrity. My responsibilities included utilizing online evaluation systems to streamline the grading process, which required a keen attention to detail and a commitment to maintaining high standards. While the role primarily focused on assessment, I also recognized the importance of training in an educational context, as it allowed me to better understand the evaluation criteria and improve my grading accuracy. Although the skills of finance were not directly applicable, my evaluation work necessitated a strong focus on detecting inconsistencies and ensuring fairness, which aligns with the principles of f

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Auditor

Ray & Co. Chartered Accountants

May 2015 - May 2017 (2 years 1 month)

As an Auditor, I participated in government audit projects, ensuring compliance and accurate financial reporting. My role involved examining financial records for discrepancies and compliance issues, which directly aligns with my skills in fraud investigation. This experience required a high level of skepticism, structured verification, and detailed documentation, forming a strong foundation for investigative work. Additionally, while content creation may not seem directly relevant, the ability to clearly document findings and create comprehensive reports is essential in communicating audit results effectively to stakeholders.

Pankaj Kumar Sharma

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