Emerem Precious

Detail-driven data professional with hands-on experience annotating first-person robotics and manipulation video. Backed by 3+ years of administrative experience in database management, accurate data entry and record-keeping, executive calendar and meeting coordination, document drafting and proofreading, inventory and procurement, and the secure handling of confidential information.

Robotics Video Data Annotator (Contract Training Programme) - Sovrano — Annotask platform (built on Encord) - Remote

(2026-09)

• Annotated 60+ first-person robotics/manipulation videos (welding, grinding, fastening, machining, polishing, plastering and assembly), producing time-aligned action segments and concise natural-language action captions.
• Placed frame-accurate action boundaries by stepping through footage, segmenting each hand–object interaction strictly according to detailed written guidelines.
• Judged task outcomes against defined end states, and labelled failure and recovery events (dropped components, slipped workpieces, repeated attempts) as well as idle and off-task intervals.
• Distinguished fine-grained motion, including clockwise vs anticlockwise fastener rotation (tightening vs loosening), active rotation vs static holding, tool hand-offs and correct left/right end-effector attribution.
• Reviewed and corrected AI-generated (Vision-Language-Action) pre-labels, fixing misidentified objects, verbs and boundaries, and merging redundant segments to keep datasets clean and consistent.
• Achieved quality scores of up to 94/100 against golden references and reduced annotation time to 6–9× video length, beating the <10× productivity target.

Admin Assistant - Private Estates International West Africa Ltd - Centenary City, Enugu

(2024-04)

• Manage and maintain company databases and digital records (Microsoft Excel, Google Sheets), performing data entry, validation and regular audits to ensure data integrity and fast retrieval for management reporting.
• Coordinate executive calendars, meetings and appointments using Outlook and Google Calendar, resolving scheduling conflicts and tracking follow-up actions.
• Serve as the liaison between departments, routing information, requests and approvals to keep cross-functional workflows on schedule.
• Draft, format and proofread reports, correspondence and payment reminders in Microsoft Word and Google Docs, applying quality-control checks for accuracy, consistency and professional presentation.
• Track inventory levels in spreadsheets and manage procurement of office supplies, preventing stock-outs and supporting cost control.
• Provide executive and personal assistant support, managing personal appointments and errands with discretion.
• Enforce data confidentiality and information security practices for sensitive company documents, including controlled access and secure storage.
• Designed and maintain a structured electronic and physical document management system with consistent naming conventions and folder taxonomy, improving retrieval speed and record organisation.

Admin Assistant - Atlantean Ventures Nigeria Limited - GRA, Enugu

(2023-02 - 2024-03)

• Delivered end-to-end administrative and office operations support, streamlining daily workflows for staff and management.
• Managed phone and email communications, routing enquiries promptly to the appropriate personnel.
• Organised and scheduled appointments and meetings for team members and management using shared digital calendars.
• Performed high-volume data entry and record updates in databases and spreadsheets, cross-checking entries to maintain accuracy and data integrity for reliable reporting.
• Prepared and edited documents, reports and presentations (Microsoft Word, Excel, PowerPoint) for management.
• Monitored and replenished office supplies, equipment and resources using inventory records to meet operational needs.
• Maintained a clean, organised and productive office environment in line with company standards.

B.Sc. - Entrepreneurship and Business Management - National Open University of Nigeria, Enugu Study Centre (2022)

Senior Secondary School Certificate - University of Nigeria Secondary School, Enugu Campus (UNSSEC) (2009)