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I am a Prompt / ML Engineer with strong foundations in NLP, machine learning, and production AI systems. I design and deploy multi-step prompt workflows, retrieval-augmented generation pipelines (RAG), and structured-output LLM systems with a focus on reliability, guardrails, and real-world integration. My background combines hands-on engineering (Python, NLP libraries, APIs, SDKs) with system-level thinking, enabling me to build prompt-powered features that scale in production and remain aligned with product goals.…I am a Prompt / ML Engineer with strong foundations in NLP, machine learning, and production AI systems. I design and deploy multi-step prompt workflows, retrieval-augmented generation pipelines (RAG), and structured-output LLM systems with a focus on reliability, guardrails, and real-world integration. My background combines hands-on engineering (Python, NLP libraries, APIs, SDKs) with system-level thinking, enabling me to build prompt-powered features that scale in production and remain aligned with product goals.

Sarita Vásquez

AI Engineer, Full Stack Developer, Data Scientist

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I am a Prompt / ML Engineer with strong foundations in NLP, machine learning, and production AI systems. I design and deploy multi-step prompt workflows, retrieval-augmented generation pipelines (RAG), and structured-output LLM systems with a focus on reliability, guardrails, and real-world integration. My background combines hands-on engineering (Python, NLP libraries, APIs, SDKs) with system-level thinking, enabling me to build prompt-powered features that scale in production and remain aligned with product goals.…I am a Prompt / ML Engineer with strong foundations in NLP, machine learning, and production AI systems. I design and deploy multi-step prompt workflows, retrieval-augmented generation pipelines (RAG), and structured-output LLM systems with a focus on reliability, guardrails, and real-world integration. My background combines hands-on engineering (Python, NLP libraries, APIs, SDKs) with system-level thinking, enabling me to build prompt-powered features that scale in production and remain aligned with product goals.

Available to hire

I am a Prompt / ML Engineer with strong foundations in NLP, machine learning, and production AI systems. I design and deploy multi-step prompt workflows, retrieval-augmented generation pipelines (RAG), and structured-output LLM systems with a focus on reliability, guardrails, and real-world integration.

My background combines hands-on engineering (Python, NLP libraries, APIs, SDKs) with system-level thinking, enabling me to build prompt-powered features that scale in production and remain aligned with product goals.

Skills

Experience Level

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Language

Spanish; Castilian

Fluent

English

Advanced

Portuguese

Intermediate

German

Intermediate

Work Experience

Linguistic Engineering Specialist at Peter & Clark

May 1, 2025 - Present

Designed and implemented a production-grade RAG-based QA pipeline integrating linguistic rules, curated knowledge bases, and constraint-driven prompts. Built multi-step prompt workflows instructing LLMs to act as precision validators rather than generators, significantly reducing false positives. Integrated LLM systems with memoQ via APIs and SDKs, ensuring compatibility with existing production tooling. Developed NLP components including NER-based anonymization (spaCy, Stanza), text validation, and classification logic. Performed systematic prompt and model debugging to improve reliability, scalability, and user trust.

Machine Translation Project Owner & NLP Specialist at Milengo

July 1, 2022 - Present

Designed and deployed NLP and ML components within Machine Translation and language QA systems. Built and evaluated text classification, quality estimation, and prompt-based workflows for production use. Worked hands-on with engineers to integrate NLP models and prompt logic into live systems. Optimized system performance through metric-driven iteration and controlled experimentation. Enhanced LLM translation evaluation with prompt engineering.

Linguist Project Manager at Argos Multilingual

August 1, 2020 - June 1, 2022

Managed AI and NLP data projects supporting supervised and unsupervised learning models. Translated technical NLP requirements into delivery plans, timelines, and quality criteria. Coordinated cross-functional teams and ensured data readiness for production systems.

Language Agnostic / Data Linguist at Google (QT)

October 1, 2018 - September 1, 2020

Contributed to NLP research and development improving search relevance and intent understanding. Worked on semantic search, query expansion, and Named Entity Recognition. Supported large-scale NLP systems through linguistic analysis, model evaluation, and iterative improvements.

Early Production & Managing Roles

January 1, 2006 - January 1, 2018

Delivered large-scale media and broadcast projects in fast-paced, high-pressure environments. Coordinated multidisciplinary teams, schedules, and stakeholders. Built strong foundations in delivery, communication, and operational execution.