Isaac X.
Genai Developer @Tata Consultancy Services
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WORK HISTORY
Genai Developer @Tata Consultancy Services
Toronto, ON, CA
EDUCATION
University of Toronto
Honours Bachelor of Science, University of Toronto Scholar, Computer Science Specialist
ABOUT ISAAC X.
Isaac Xia is an industry-experienced AI and software professional whose work spans full-stack development, backend engineering, and applied machine learning, with a strong focus on building AWS-based, production-grade GenAI systems. He has hands-on experience delivering RAG-powered applications using AWS Bedrock, designing data pipelines and data lakes, and orchestrating complex workflows with Step Functions, SageMaker, and managed knowledge bases—always prioritizing reliability, scalability, and real-world business impact.He brings strong expertise in LLMOps and MLOps, including LLM integration, fine-tuning, evaluation, and deployment. Isaac regularly owns the end-to-end system lifecycle, from architecture design and data ingestion to CI/CD automation, containerized deployments, and database systems using PostgreSQL, Redis, and Docker.Beyond technical execution, Isaac is highly effective at technical communication and stakeholder-facing delivery, translating complex AI and system design concepts into clear, structured narratives and compelling presentations. He thrives at the intersection of software engineering, AI, and cloud infrastructure, consistently delivering maintainable, high-impact solutions that improve performance, user experience, and operational efficiency.
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