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I am a results-driven Senior Software Engineer with 10+ years of experience building data-driven systems, predictive models, and scalable ML pipelines. I thrive on turning complex data into actionable insights and production-ready AI solutions across cloud platforms. I have strong proficiency in Python, TensorFlow, PyTorch, and design end-to-end ML workflows including feature engineering, model training, evaluation, and deployment. I excel at integrating LLM capabilities and analytics into distributed platforms on AWS and Azure, and I bring an engineering discipline and collaborative spirit to Agile teams.…I am a results-driven Senior Software Engineer with 10+ years of experience building data-driven systems, predictive models, and scalable ML pipelines. I thrive on turning complex data into actionable insights and production-ready AI solutions across cloud platforms. I have strong proficiency in Python, TensorFlow, PyTorch, and design end-to-end ML workflows including feature engineering, model training, evaluation, and deployment. I excel at integrating LLM capabilities and analytics into distributed platforms on AWS and Azure, and I bring an engineering discipline and collaborative spirit to Agile teams.

Georgeta Truca

Full Stack Developer, Data Scientist, AI Engineer, +5

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I am a results-driven Senior Software Engineer with 10+ years of experience building data-driven systems, predictive models, and scalable ML pipelines. I thrive on turning complex data into actionable insights and production-ready AI solutions across cloud platforms. I have strong proficiency in Python, TensorFlow, PyTorch, and design end-to-end ML workflows including feature engineering, model training, evaluation, and deployment. I excel at integrating LLM capabilities and analytics into distributed platforms on AWS and Azure, and I bring an engineering discipline and collaborative spirit to Agile teams.…I am a results-driven Senior Software Engineer with 10+ years of experience building data-driven systems, predictive models, and scalable ML pipelines. I thrive on turning complex data into actionable insights and production-ready AI solutions across cloud platforms. I have strong proficiency in Python, TensorFlow, PyTorch, and design end-to-end ML workflows including feature engineering, model training, evaluation, and deployment. I excel at integrating LLM capabilities and analytics into distributed platforms on AWS and Azure, and I bring an engineering discipline and collaborative spirit to Agile teams.

Available to hire

I am a results-driven Senior Software Engineer with 10+ years of experience building data-driven systems, predictive models, and scalable ML pipelines. I thrive on turning complex data into actionable insights and production-ready AI solutions across cloud platforms.

I have strong proficiency in Python, TensorFlow, PyTorch, and design end-to-end ML workflows including feature engineering, model training, evaluation, and deployment. I excel at integrating LLM capabilities and analytics into distributed platforms on AWS and Azure, and I bring an engineering discipline and collaborative spirit to Agile teams.

Skills

Experience Level

Expert

Expert

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Expert

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Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Work Experience

Senior Machine Learning Engineer at Tremend

January 1, 2023 - December 31, 2025

Delivered enterprise machine learning solutions as part of digital transformation projects, building predictive systems and scalable AI services for large clients. Designed and operationalized ML pipelines transforming enterprise datasets into structured training data; implemented distributed processing with Python and Apache Spark; developed classification and regression models using scikit-learn and gradient boosting; trained Deep Learning models with TensorFlow and PyTorch; introduced MLOps practices including experiment tracking, automated training pipelines, and model monitoring; containerized model-serving with Docker and deployed scalable inference endpoints with Kubernetes; integrated ML predictions into enterprise platforms via REST-based microservices; improved model accuracy through feature engineering and systematic validation; collaborated with data engineers, backend developers, and product teams in Agile cycles.

Machine Learning Engineer at Bento

April 1, 2019 - December 31, 2022

Built data processing pipelines transforming transaction datasets into features for predictive models; developed ML models detecting anomalous transaction behavior and risk signals; processed high-volume financial data through ETL pipelines and optimized SQL queries; integrated ML outputs into backend services via scalable API endpoints; leveraged AWS for model training and data pipelines; improved prediction quality via iterative feature engineering and model experimentation; participated in cross-functional Agile teams delivering analytics improvements.

Full Stack Engineer at Netsmart

April 1, 2014 - March 31, 2018

Developed enterprise healthcare applications supporting data processing and analytics; implemented backend services using C# and ASP.NET; designed REST APIs for secure integration between healthcare systems; modeled relational schemas and optimized SQL queries; built analytical dashboards for clinical teams; improved system stability by refactoring legacy code and optimizing data processing pipelines; diagnosed production issues and collaborated with QA to ensure reliable deployments; contributed to Agile product deliveries.