Lara Lee Furlong
@laraleefurlong
Data annotation and operations professional integrating AI workflows to improve efficiency.
What I'm looking for
I am an accomplished Key Accounts and Operations Manager turned Data Annotation and Tech Freelancer with over 15 years of cross-industry experience across education, logistics, events, hospitality, finance, and administration. I combine SAVRALA fleet management certification with hands-on data annotation and AI training experience using platforms such as CVAT, iMerit, Dataloop, Baseline, Appen, and Multimango to deliver measurable operational improvements.
I have led fleet, stores, and key accounts functions, converted an in-house fleet workshop into an external service business, and driven financial planning and reporting as a Financial Manager. I am detail-oriented, self-motivated, strategically minded, and committed to continuous learning and innovation in data annotation and AI-driven operations.
Experience
Work history, roles, and key accomplishments
Data Annotator Tech
Freelancer
Dec 2024 - Present (11 months)
Provide data annotation and AI training services using CVAT, iMerit, Dataloop and Appen, delivering high-quality labeled datasets for computer vision and multimodal projects and improving model readiness for deployment.
Fleet and Operations Coordinator
SBS Tanks (Pty) Ltd
Jun 2024 - Present (1 year 5 months)
Coordinated fleet assignment, GPS monitoring, maintenance planning and driver supervision to improve vehicle uptime and route efficiency while managing fuel reporting and compliance documentation.
Installations Stores Coordinator
SBS Tanks (Pty) Ltd
Jun 2024 - Present (1 year 5 months)
Managed stores, inventory control and installation materials, improving stock accuracy through cycle counts and reporting while coordinating procurement and supplier performance for installation projects.
Night Club Operations Manager
Memphis Nite Club
Oct 2010 - Oct 2023 (13 years)
Oversaw nightly club operations, staff supervision, crowd control and event execution, optimizing service standards and reducing losses through improved POS reconciliation and compliance with licensing regulations.
Administrative Medical Clerk
Netcare Kingsway Hospital
Mar 2010 - Oct 2023 (13 years 7 months)
Managed patient registration, scheduling, billing and insurance processing while maintaining accurate medical records and ensuring compliance with privacy and clinical administrative procedures.
Fleet, Stores & Key Accounts Manager
Bedrock Auto (Pty) Ltd
Jul 2022 - Apr 2023 (9 months)
Managed fleet services, stores inventory and key account relationships, optimizing vehicle maintenance, inventory replenishment and account performance to increase operational efficiency and customer retention.
Business English TEFL Teacher
Turana English
Oct 2019 - Jul 2022 (2 years 9 months)
Designed and delivered Business English curricula and assessments for learners, improving communication skills and career readiness through tailored lessons and placement training.
Financial Manager
Formwork Connection Cc
May 2016 - Oct 2019 (3 years 5 months)
Led financial planning, budgeting and reporting, developed forecasting tools and prepared year-end audit books, enabling better cost control and informed strategic decisions.
Education
Degrees, certifications, and relevant coursework
Lara Lee hasn't added their education
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Tech stack
Software and tools used professionally
Availability
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Authorized to work in
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