Available to hire
Senior AI engineer (~9 years) building LLM-powered agents, end-to-end LangGraph workflows, and production ML systems for real-time fraud and anomaly detection. Strong Python foundation across distributed services and cloud-native infrastructure (FastAPI, Django, microservices, AWS, Kubernetes), with a track record shipping reliable 0→1 systems and making complex problems practical across fintech, crypto, fraud/risk, and automation.
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Work Experience
Agentic AI Engineer at HUCK
June 1, 2025 - May 1, 2026Built an LLM-powered agent that turns crypto market data into auditable, step-by-step trading decisions using a controlled LangGraph workflow (market parsing → risk assessment → strategy reasoning → tool calling) so each decision is traceable and reproducible.
Agentic AI Engineer at Helsing
July 1, 2024 - May 1, 2025Built and deployed ML systems behind a real-time fraud & risk control platform serving risk scores (0–100) via FastAPI with hot-swappable models and graceful fallback. Developed unsupervised anomaly detection ensembles and fraud-ring detection combining clustering (HDBSCAN) and Neo4j graph analysis; trained deep representation models with fully resumable GPU training. Drove model decisions for an unlabeled problem and validated canary rollout against an existing approach.
AI Backend Engineer at Globant
June 1, 2023 - June 1, 2024Architected the core backend for an LLM-powered job automation platform on FastAPI, exposing service APIs that drive recruitment page parsing, answer generation, form auto-fill, and multi-step application execution for a large user base. Scaled to high concurrency using a RabbitMQ async batch-execution mechanism with Redis for resumable state persistence; improved latency and token/API cost via streaming, request batching, and similar-QA caching with anomaly governance for stability under heavy load.
Backend Engineer at World Kinect Miami, FL
September 1, 2020 - May 1, 2023Developed and maintained backend systems for e-commerce platforms, ensuring scalability and reliability. Integrated payment gateways and third-party services to enhance platform functionality. Tuned database performance and reduced query times by 30%. Worked with front-end developers to implement RESTful APIs and improve data exchange. Automated deployment processes using CI/CD pipelines, reducing downtime by 25%.
Software Engineer at GigMatch
January 1, 2017 - July 1, 2019Built the backend for real-time on-demand staffing and shift-booking marketplace using Django REST Framework with JWT-authenticated APIs and an unifed user model for clients, workers, and admins. Implemented real-time messaging and notifications with Django Channels over Redis supporting 5,000+ concurrent WebSocket connections; designed shift-matching engine with fair-rotation auto-selection and automated scheduling, billing, and payouts.
Education
M.S., Computer Science at Florida Institute of Technology
January 1, 2019 - July 1, 2020B.S., Computer Science at Caritas University
July 1, 2012 - October 1, 2016Qualifications
Industry Experience
Retail, Software & Internet, Financial Services
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Expert
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Intermediate
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