* Run a team of 38 full-time language auditors from the ground up to handle expanding demand for non-English data labelling and annotation projects* Manage vertical analytics, data sampling, and quality control processes for up to 40 weekly customer projects* Reduced the SLA from one week to 24hrs* Coordinate a team of over 200 remote freelance quality-control auditors* Work with internal stakeholders to hone quality and project guidelines for internal and customer projects.

* Data annotation/labeling processes, linguistic analysis, and error analysis for various language products for the NLP/AI sphere* Editing manuscripts for submission to scholarly journals and conference proceedings* Assisted clients with research design, data analysis, phonetic analysis, and IPA transcription

Taught Introduction to Linguistics LING:1150.

* Worked with NLP research and product teams on research tasks for grammatical error correction, style/tone correction, sentiment analysis, summarization, register analysis, sensitivity detection, and error categorization* Edited/annotated data and provided data QC support for multiple projects daily* Created/edited annotation guidelines, taxonomies* Summarized/analyzed annotator performance* Performed error analysis and data exploration for product development* Evaluated ML model performance and identified areas for improvement

* Analyzed machine-generated language output for NLP software product offerings with fast turn around* Developed guidelines for QA

* Managed the coordination of 5 sponsored groups supporting a diverse group of families and students. * Managed an 8-member executive board. * Oversaw fundraising of roughly $150K to support teachers, staff, after-school enrichment, after-school tutoring, and school programs. * Oversaw school-wide fundraising, community events, volunteers, and vendors. Successes:* Increased Inclusivity of programming and membership to better reflect the diversity of the school population. * Increased transparency in organizational operations and policy decisions to foster community building. * Brought equity concerns to the forefront in planning events, programming, and policy decisions. * Oversaw the organization of academic and community-wide events.

Clinical Phonetics

* Involved in all aspects of research into communication-device-mediated interactions with augmented and alternative communication (AAC).* Developed video annotation frameworks, behavioral analytic frameworks and novel experimental and analytic methods for the study of multi-modal video interactions.* Developed theoretical frameworks for conversation analysis; annotation guidelines, novel metrics, and analytical categories for the linguistic and behavioral analysis of multi-modal video conversations; novel communication frames and conversation design for use in frame-based communication devices via the qualitative analysis of conversational data* Managed and trained experimenters in experimental methods, data analyses, transcription, and behavioral coding * Authored and maintained procedural documentation for in-house analytical tools

* Designed, implemented, and oversaw speech-perception and cross-linguistic acoustic research. * Created synthetic stimuli for perception studies with the Sensyn/Klatt speech synthesizer * Recruited and evaluated language informants and experimental participants * Created scripts with Praat’s Python-like scripting language to automate data extraction from natural speech recordings* Data analysis

Language, Society, and the IndividualIntro. To Linguistic AnalysisThe Sound System of EnglishIntro. To Linguistic AnalysisPhonetics

Phonetics