Mid-level AI/ML Engineer specializing in GenAI, NLP, and MLOps
Dallas, TXAI/ML Engineer7 years experienceMid-LevelTechnologyCloud ComputingFinancial Services
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About
GenAI/data engineering practitioner with production experience across Equinix, Optum, and Citibank—built an Azure OpenAI (GPT-4) + LangChain document intelligence platform processing 1.5M+ docs/month and a HIPAA-compliant Airflow healthcare pipeline handling 5M+ claims/day. Also delivered a real-time fraud detection + explainability system using LightGBM and a fine-tuned T5 NLG component, improving fraud accuracy by 15%+ while partnering closely with compliance stakeholders.
Experience
AI/ML EngineerEquinix
Data scientistCiti Bank
Data EngineerOptum
Data Engineer associateTiger Analytics
Education
Fitchburg State Universitymaster
CMR College of Engineering and Technologybachelor
Key Strengths
Built and deployed enterprise GenAI document intelligence platform processing 1.5M+ documents/month
Scaled LLM services using AKS and containerized inference APIs
Implemented security controls for sensitive enterprise data (Key Vault, TLS, RBAC, monitoring/logging) with GDPR compliance practices
Designed HIPAA-compliant healthcare data platform orchestrating daily Airflow ETL for 5M+ claims
Improved workflow reliability with Airflow retries (exponential backoff), dependency management, and monitoring
Used user feedback loops + fine-tuning + prompt iteration to improve summarization quality (12% BLEU, 11% ROPE)
Delivered real-time fraud detection with LightGBM and explainable NLG using fine-tuned T5; improved fraud accuracy 15%+
Effective collaboration with non-technical compliance stakeholders via workshops, iterative UAT, and clear communication
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