Anika Binta Azad Shifa

Onboarded as a 'Vibe Coder' based on analytical problem-solving skills. Besides, I capture first-person perspective (egocentric) and hand-tracking videos specifically designed for object labeling and action recognition. I also evaluate and verify location-based tasks to enhance AI's spatial and contextual understanding. Finally, I review and rate AI outputs to ensure they meet strict quality, safety, and relevance standards.

Skills: AI Training · Visual Data Collection · Quality Assurance Testing · Geospatial Data Analysis · First-Person Perspective

• Pairwise comparisons, object tagging, audio/video/image labeling, and content quality assessment.
• Performing detailed analysis to ensure the delivery of high-quality training data for machine learning and AI models.
• Following strict guidelines to maintain accuracy, consistency, and compliance, along with using annotation tools and handling multimedia data for large-scale AI projects.

Skills: Pairwise Comparison · Annotation · Multimedia Data Handling · Analytical Skills · Transcription · Translation · Acting Voice · Labelling

• Evaluated AI model outputs across six critical dimensions: Instruction Following, Truthfulness, Correctness, Writing Quality, Verbosity, and Overall Utility.
• Conducted "Head-to-Head" (pairwise) and "Sets of Five" (trajectory) rankings and provide preference data for RLHF.
• Performed rigorous verification of AI claims using external sources to identify hallucinations, outdated information, and logical inconsistencies.

Skills: Reinforcement Learning Human Feedback (RLHF) · Pairwise Comparison · Prompt Analysis · Hallucination Detection and Fact Checking Verification · Quality Assurance

Worked as a Frontend Development Intern, contributing to multiple web-based projects with a focus on clean UI, functionality, and user experience.

• Designed and implemented responsive user interfaces using HTML, CSS, and JavaScript
• Integrated frontend components with backend APIs and handled CRUD-based workflows
• Gained hands-on experience in authentication systems, data handling
• Improved problem-solving skills by working on real-world projects including a collaborative presentation tool and game-logic based applications

Skills: JavaScript · Express.js · React.js · PostgreSQL · REST APIs · JSON Web Token (JWT) · Bootstrap (Framework) · Full-Stack Development · Web Application Development · HTML · CSS · Scripting · Authentication Systems · Game Logic · Algorithms · Responsive UI · CRUD · Real Time Integration · Token Management

Experienced in AI training, data annotation, and quality evaluation. My work primarily focuses on evaluating AI model responses, and conducting A/B testing to compare model outputs for accuracy, safety, and naturalness. I am skilled in fact-checking and my core strength lies in performing detailed quality reviews to ensure high-quality standards and improve the overall performance of AI models.

Skills: C++ · JavaScript · JSON · Java · Swift · Verilog · C# · Go · English · Artificial Intelligence (AI)