At Micro1, I contribute selfie and video data for AI training and evaluation projects, following detailed instructions and checking submissions for accuracy and completeness.
At Invisible Technologies, I evaluate voice and audio recordings against project guidelines, assessing accuracy, clarity, and relevance while identifying errors and inconsistencies.
With LILT, I transcribe Chichewa audio, redact personally identifiable information, and review transcripts for accuracy and guideline compliance. At BeatPlusLabs — Mixed Voice Project, I perform quality assurance on Chichewa-dubbed audio and record voice-over segments.
I also translated and transcribed Chichewa audio and text, tagged PII, and collected language data for Invisible Technologies / Meridial Technologies. My background includes public health data collection and reporting, supported by an Advanced Diploma in Public Health from MUBAS – ICE.

