Lauren M.
Audio Model Trainer
Experience
Aug 2025 - Present
4 monthsAudio Model Trainer
MERCOR
- Evaluated hundreds of multimodal AI outputs, including text, audio, and images, against prompts to ensure quality, relevance, and adherence to specified guidelines
- Applied systematic comparative judgment techniques to assess the clarity, coherence, and analytical aspects of generative model outputs
- Maintained high accuracy in extensive annotation workflows, contributing reliable training data for model fine-tuning and preference optimization
- Collaborated with cross-functional AI teams to identify quality trends and provided implementable feedback to enhance language and content generation capabilities
- Utilized specialized labeling platforms and guidelines to support preference-based reinforcement learning and improve AI language models
Aug 2024 - Present
1 year 4 monthsAI Data Annotator
Welocalize
- Labeled data in target language(s) for machine learning tasks, incorporating research as needed to ensure cultural and linguistic accuracy
- Evaluated language style and tone to confirm appropriateness to cultural and geopolitical contexts, leveraging strong English proficiency
- Applied meticulous attention to detail and content analysis best practices to meet task instructions and quality standards
- Adhered to productivity guidelines and reported bugs and issues promptly, ensuring consistent project integrity
Jun 2022 - Jul 2025
3 years 2 monthsSanford, United States
Bartender/Server
Mr and Mrs Crab
- Provided exceptional customer service by promptly greeting guests, taking orders, and delivering beverages and serving tables with accuracy
- Maintained cleanliness and organization of bar area throughout shifts to ensure a safe and efficient work environment
- Managed cash transactions accurately by processing payments using POS system while maintaining high levels of honesty and integrity
- Assisted in training new bartenders on drink preparation techniques, menu items, and customer service standards
Apr 2016 - Apr 2022
6 years 1 monthDania Beach, United States
Bartender/Server
The Fish Grill
- Worked in a local, fast-paced happy hour restaurant/bar offering fresh seafood, utilizing mixology skills to enhance customer experience
- Worked lunches that were slower paced and included all the prep work for the night
- Managed an extensive menu of cocktails, beer, and wine, applying mixology expertise to enhance customer satisfaction
- Completed minimum 9-hour shifts, extending to 12 hours on weekends, demonstrating endurance and commitment to service excellence
- Ran food, answered phones, processed to-go orders, filled ice, changed kegs, restocked liquor and beer coolers, served tables as needed, and opened and closed restaurant with security alarm system
- Assessed customers’ needs and preferences to make personalized recommendations, enhancing customer satisfaction
- Built a following of loyal customers through exceptional service and personalized engagement, contributing to repeat business
Mar 2015 - Jan 2016
11 monthsHollywood, United States
Bartender
Seminole Hard Rock Casino & Hotel
- Served customers at the service bar, main casino bar, and side bar, ensuring high-quality customer service and satisfaction
- Managed morning, night, and overnight shifts, adapting to varying customer needs and ensuring smooth operations
- Followed hand-crafted cocktail recipes and participated in regular testing to maintain consistency
- Operated within a corporate environment, adhering to company standards and contributing to a professional atmosphere
Feb 2010 - Feb 2015
5 years 1 monthBoca Raton, United States
Bartender/Server
Brickyard Mic
- Gained comprehensive knowledge of craft beer varieties and enhanced customer experience by recommending selections
- Worked in a high-volume restaurant that turned into a lounge at night with live music
- Completed 10 to 12-hour shifts, maintaining high energy and focus to ensure excellent customer service throughout
Summary
Experienced AI professional with a strong background in data labeling, research, and training for machine learning applications. Adept at crafting and editing texts while evaluating AI-generated outputs for quality and relevance. Proven ability to provide actionable feedback and collaborate with cross-functional teams to enhance content and AI models. Ready to leverage analytical skills and industry insights as a Freelance AI Trainer.
Languages
English
NativeEducation
Sep 2004 - Sep 2006
County College of Morris
Early education · Randolph, United States
Certifications & licenses
Bartender License
Driver's License
ServSafe
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