Ana Armenta
Data Science Director @ AT&T
- Role
- Director Data Science at AT&T
- Location
- San Jose, CA, US
- LinkedIn followers
- 500 followers
About Ana Armenta
Fraud prevention Machine Learning and AI, Real Time Machine Learning in Production, Big Data Scientist, Data Product Development, Mobility Patterns, Web Profiling, Social Network Analysis, Data Driven Innovation, Big Data Visualization, BI, Data Monetization, Data Science Teams Management
Experience
Director Data Science
Dec 2017 — Present · Palo Alto, CA, US
Leading a team of 40+ Data Scientists, ML Engineers and DevOps Engineers.Production ML pipelines, data quality, ml quality, ml monitoring. Fraud Prevention propensity model design with batch and streaming advanced predictive features : graphs, click-streaming, embeddings, velocity features, target encoding, anomaly detection. Managing production ML pipelines in Azure Cloud, using Databricks, Spark, Kubernetes, Kibana, mlFlow, H2O.
Education
EHU
Master of Science - MS, Physics
1992 — 1998
EHU
Cursos de Doctorado, Tratamiento Digital de la Señal - Escuela Técnica Superior de Ingenieros Industriales
1999 — 2001
Universidad Politécnica de Madrid
Curso de Posgrado - ETSII -CSIC, Metodología de Investigación Cuantitativa - Técnicas Estadísticas
2004 — 2004
EHU
Master of Science - MS, Electrical and Electronics Engineering
1999 — 2000
Skills
- Telecomunicaciones
- Hadoop
- Extracción De Datos
- Big Data
- Gestión De Productos
- Sql
- Inteligencia Empresarial
Find verified contacts for anyone on LinkedIn
Unifers gives sales teams verified emails and direct dials, enriched profiles, and outreach that lands in the inbox.
Free plan included · No credit card required
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.