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Hi, I’m Bianca-Andrada Cratean, an AI Engineer with 8+ years of experience building large-scale distributed systems and shipping ML-powered features in production. I’ve contributed to both identity and analytics infrastructure at Adobe, shaping authentication services used across products and enabling ML-driven insights for enterprise customers. I specialize in backend systems, cloud infrastructure, and API design, and I enjoy collaborating with ML researchers and product teams to turn research into reliable, scalable data-driven solutions. I’m excited about LLM systems, AI infrastructure, and production ML pipelines.…Hi, I’m Bianca-Andrada Cratean, an AI Engineer with 8+ years of experience building large-scale distributed systems and shipping ML-powered features in production. I’ve contributed to both identity and analytics infrastructure at Adobe, shaping authentication services used across products and enabling ML-driven insights for enterprise customers. I specialize in backend systems, cloud infrastructure, and API design, and I enjoy collaborating with ML researchers and product teams to turn research into reliable, scalable data-driven solutions. I’m excited about LLM systems, AI infrastructure, and production ML pipelines.

Bianca-Andrada Cratean

AI Engineer, Back-End Developer, Full Stack Developer, +2

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Hi, I’m Bianca-Andrada Cratean, an AI Engineer with 8+ years of experience building large-scale distributed systems and shipping ML-powered features in production. I’ve contributed to both identity and analytics infrastructure at Adobe, shaping authentication services used across products and enabling ML-driven insights for enterprise customers. I specialize in backend systems, cloud infrastructure, and API design, and I enjoy collaborating with ML researchers and product teams to turn research into reliable, scalable data-driven solutions. I’m excited about LLM systems, AI infrastructure, and production ML pipelines.…Hi, I’m Bianca-Andrada Cratean, an AI Engineer with 8+ years of experience building large-scale distributed systems and shipping ML-powered features in production. I’ve contributed to both identity and analytics infrastructure at Adobe, shaping authentication services used across products and enabling ML-driven insights for enterprise customers. I specialize in backend systems, cloud infrastructure, and API design, and I enjoy collaborating with ML researchers and product teams to turn research into reliable, scalable data-driven solutions. I’m excited about LLM systems, AI infrastructure, and production ML pipelines.

Available to hire

Hi, I’m Bianca-Andrada Cratean, an AI Engineer with 8+ years of experience building large-scale distributed systems and shipping ML-powered features in production. I’ve contributed to both identity and analytics infrastructure at Adobe, shaping authentication services used across products and enabling ML-driven insights for enterprise customers.

I specialize in backend systems, cloud infrastructure, and API design, and I enjoy collaborating with ML researchers and product teams to turn research into reliable, scalable data-driven solutions. I’m excited about LLM systems, AI infrastructure, and production ML pipelines.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Language

English

Advanced

Spanish; Castilian

Intermediate

French

Beginner

Romanian, Moldavian, Moldovan

Fluent

Work Experience

Software Engineer at Adobe Romania – Bucharest

January 1, 2017 - January 1, 2023

Contributed to Adobe Identity and Analytics infrastructure; architecture redesign of the Identity platform; authentication infrastructure used across all Adobe products; handled over 1M authentication requests per minute.

Software Engineer – Identity Team at Adobe

January 1, 2019 - April 1, 2021

Implemented backend APIs for authentication services; designed scalable services for millions of users; developed performance testing frameworks using Gatling; stress and endurance testing; participated in deployment pipelines with Jenkins, AWS, and DataDog.

Software Engineer – Digital Experience (Adobe Analytics) at Adobe

April 1, 2021 - March 31, 2023

Worked on Intelligent Alerts, a machine-learning driven feature in Adobe Analytics that automatically detects anomalies in customer data. Key contributions included backend services for ML-based analytics alerts, API/backend infrastructure, cloud migration, and collaboration with ML researchers to operationalize research prototypes; scalable services deployed with Docker, Jenkins, and AWS.

Initiative Owner – End-to-End Testing Platform at Adobe

January 1, 2020 - December 31, 2020

Designed and implemented automated end-to-end testing infrastructure for a large identity platform initiative. Defined testing architecture and implemented a Kotlin-based testing framework; coordinated requirements with multiple teams.

Initiative Owner – Asset Migration Program at Adobe

August 1, 2020 - January 31, 2021

Led the implementation of a feature enabling migration of client assets across Adobe accounts. Coordinated multiple engineering teams, managed delivery timelines and dependencies, and ensured a successful rollout.

Software Engineer in Test – Identity Team at Adobe

May 1, 2017 - December 31, 2018

Redesigned automated testing framework using Java; implemented API testing and security testing infrastructure; contributed to testing of Adobe Authenticator mobile application.

Software Developer at CEGEKA

November 1, 2016 - February 1, 2017

Backend and frontend development using Django, Python and JavaScript.

Software Development Intern at Amazon Development Center Iași

June 1, 2015 - September 1, 2015

Worked on the Distributed Job Scheduler (DJS), part of AWS.

Co-founder at SOSGift

January 1, 2015 - January 1, 2015

Developed a mobile application using machine learning algorithms to generate personalized gift recommendations.