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Experience

Work history, and what each role brings to AI training

Every position below lists its day-to-day duties and the transferable skills that carry directly into AI data work. Filter by skill to see where each strength comes from.

Show skills for:
Jan 2024 – May 2024

Campus Pantry Coordinator

Mount Wachusett Community College Food Pantry
Gardner, MA · Internship

Responsibilities

  • Managed daily operations of a college food pantry supporting student food security.
  • Ran inventory receiving, audits and restocking.
  • Processed intake forms and maintained digital records in line with privacy rules.
  • Kept strict confidentiality and referred students to other campus resources.

Transferable to AI training

  • Data quality auditing: checked inventory and intake records for errors and gaps, the same review used in annotation QA.
  • Data privacy & PII handling: kept client records confidential under privacy rules, ready for projects with sensitive data.
  • Structured data entry: turned paper intake forms into consistent digital records.
  • Sensitive-topic judgment: worked with students facing food insecurity, useful for safety evaluation on hardship and wellbeing prompts.
  • Tailoring answers to user needs: matched help to each student's situation, the same skill used when rating how helpful an AI answer is.
Jan 2021 – Aug 2021

Patient Care Assistant

Parirenyatwa Hospital
Harare, Zimbabwe

Responsibilities

  • Provided bedside care to 8 patients per shift.
  • Assisted with wound dressing, catheter care and specimen collection.
  • Monitored and recorded vital signs, reporting changes to nursing staff.
  • Followed infection control protocols and supported safe patient mobility.

Transferable to AI training

  • Health answer evaluation: hands-on knowledge of vital signs, wound care, infection control and patient mobility for checking AI health answers.
  • Safety flagging: trained to spot and escalate warning signs, which carries over to flagging unsafe or harmful AI advice.
  • Following strict protocols: worked to clinical procedures exactly, the way annotation guidelines must be followed.
  • Precise recording: logged vital signs accurately each shift, the same care needed for labeling data.
  • Empathy & tone review: communicated with patients and families, useful for judging whether AI answers are kind and clear.
Jan 2020 – Jan 2021

Assistant Administrator

Lopfatec
Zimbabwe

Responsibilities

  • Organized project files, permits, invoices and contracts.
  • Entered data, tracked documents and updated project records.
  • Prepared basic reports and meeting notes.
  • Communicated with vendors, subcontractors and clients.

Transferable to AI training

  • Data entry accuracy: entered and updated project records, the core of reliable labeling work.
  • Document classification: sorted permits, invoices and contracts into the right categories, similar to tagging and classifying data.
  • Written summaries: prepared reports and meeting notes, useful for writing clear reasons behind AI answer ratings.
  • Task tracking & follow-through: managed assigned tasks to completion, important for meeting project deadlines on annotation platforms.
  • Professional written communication: emailed vendors and clients, the plain, clear writing used in prompt and answer writing.
Leadership & achievements

Beyond the job descriptions

Projects Coordinator

Coordinated club projects in a leadership role with the Leadership Experience Opportunity (LEO) Club.

ICDL Certificate

International Certification of Digital Literacy, six modules, plus everyday Microsoft Office use.

Dean's List, three years running

Fall 2023, Fall 2024 and Fall 2025, at three different institutions.

See these skills in action

Try the interactive work samples, or get in touch about a project.

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