AI Training Data Contributor at Label Your Data (2026-02 – Present)
Contributed to AI model training by generating structured natural language prompts and well-formed JSON datasets for bathroom layout planning, enabling spatial reasoning capabilities in LLMs.
- Designed prompts across diverse bathroom types: half bath, compact, guest, master, accessible, narrow, and luxury.
- Crafted spatial instructions covering fixture types, room dimensions, wall placement, and fixture orientation.
- Developed varied complexity levels — from minimal 2-fixture layouts to 10+ fixture luxury configurations.
- Ensured prompts captured real-world design constraints including accessibility clearance and logical door/window placement.
- Created structured JSON training files pairing prompts with bathroom layout data: boundary coordinates, fixture placement, and architectural elements.
- Defined and populated fixture metadata fields — type, coords, and orientation (UP/DOWN/LEFT/RIGHT).
- Organized room boundary coordinates as polygon arrays for room sizes ranging from 140×200 cm to 460×320 cm.
- Maintained 100% schema consistency and validated JSON structure across 10+ diverse bathroom layout entries.
AI Data Annotation Intern at Klatch Technologies (2025-08 – 2025-09)
Annotated and classified complex multimodal datasets to support model training across Computer Vision and NLP projects.
- Executed object detection and semantic segmentation assignments with meticulous attention to detail and consistent quality.
- Collaborated with the annotation team, contributing to project milestones through strong work ethic and accuracy.
Data Annotation Specialist & Audio Transcriber at Freelancer – Upwork, TELUS (2022-02 – Present)
- Annotated images, text, video, and audio using industry-standard tools including LabelBox and CVAT across diverse domains.
- Performed audio transcription and text annotations for complex legal documents with high accuracy requirements.
- Transcribed audio sermons with a focus on accuracy, speaker clarity, and contextual understanding (2+ years experience).
- Delivered high-quality bounding box annotations for varied image datasets including solar panels, house roofs, vehicles, and signage.
Team Lead – Data Annotation at Globistic Info Tech (2017-11 – 2020-02)
- Led a team of annotators, ensuring accuracy, consistency, and timely delivery across all annotation projects.
- Provided onboarding training and conducted quality control checks for new team members.
- Completed 6-month intensive hands-on training in OCR (Optical Character Recognition), Proofreading, and ePub conversion (2019).
- Supervised XML EPUB tagging projects, maintaining consistency and quality across large-scale digital content pipelines.
- Managed multiple data entry projects simultaneously, balancing speed, accuracy, and client requirements.
