About Tonna
English
Native or bilingual
Experience
- S2Tech/KPMGSenior Software EngineerApril 2023 - March 2026 (2 years and 11 months)• • Designed and developed large-scale, multi-tier distributed LLM applications using Python, Java, and TypeScript, applying object-oriented design principles and design patterns to create secure REST APIs consumed by enterprise platforms• • Built end-to-end Retrieval-Augmented Generation (RAG) pipelines using LangChain and vector databases, implementing multi-threaded processing to handle concurrent document searches and enable intelligent content retrieval across distributed systems• • Owned complete delivery of multi-agent orchestration system components using modern GenAI pipelines and agent frameworks, coordinating complex engineering efforts that translated business requirements into scalable technical solutions for enterprise research workflows• • Led implementation of AWS-based distributed systems architecture integrating Bedrock and SageMaker, producing comprehensive technical documentation and establishing 24x7 monitoring capabilities using Prometheus and Grafana for production AI services• • Delivered containerized AI microservices through Docker and Kubernetes orchestration frameworks, implementing CI/CD pipelines that reduced deployment cycles while maintaining system reliability across multi-tier distributed environments
- WelldocSenior Software EngineerFebruary 2022 - April 2023 (1 year and 2 months)• • Developed and tested large-scale, distributed GenAI applications integrating OpenAI and Azure OpenAI APIs into digital health platform, applying design patterns and object-oriented programming principles to enable AI-assisted clinical decision support at enterprise scale• • Built production RAG pipelines using LangChain and SQL-based vector databases, implementing multi-threaded data processing workflows that surface relevant clinical guidelines and ground LLM responses in trusted medical knowledge bases• • Architected Python and Java backend services that operationalized ML model outputs into secure, distributed microservices deployed on AWS, translating complex AI requirements into scalable technical solutions with clear service contracts• • Implemented end-to-end MLOps workflows using AWS SageMaker and modern orchestration frameworks, establishing CI/CD automation with GitHub Actions and Docker that improved model deployment reliability and reduced release preparation time• • Collaborated with cross-functional teams to deliver AI coding tools and fine-tuning pipelines using Hugging Face Transformers, producing maintainable technical documentation and ensuring HIPAA compliance across distributed health systems
- Sandata TechnologiesSenior Software EngineerAugust 2018 - February 2022 (3 years and 6 months)• • Built large-scale, multi-tier backend services using Python and Java that operationalized machine learning outputs into distributed APIs, applying object-oriented design patterns and multi-threaded programming to handle enterprise-scale prediction workflows• • Developed RAG-based document processing systems using LangChain and modern GenAI pipelines, implementing SQL and JDBC integrations to enable intelligent search and extraction across operational document repositories in distributed environments• • Designed and delivered ETL data pipelines with multi-threaded processing capabilities that extracted and validated records from third-party systems into AWS storage, improving data consistency for downstream ML model serving and distributed analytics• • Integrated AWS Bedrock foundation models and agent frameworks into internal tooling, translating business requirements into scalable technical solutions that enabled teams to prototype and ship AI-assisted features without custom model infrastructure• • Led complex engineering efforts implementing CI/CD pipelines with GitHub Actions, Docker, and Kubernetes orchestration, establishing OpenTelemetry instrumentation and technical documentation standards for distributed AI-powered systems
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Education
- Bachelors in Information SystemUniversity of Maryland Global Campus2006Bachelors in Information System
- Master of Business AdministrationUniversity of Maryland Global Campus2009Master of Business Administration