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Employment and project experience
Senior Developer Salesforce Inc.
January 2017 - March 2017
Full-stack Developer Microsoft Inc.
January 2019 - March 2019
Experience Level
Expert
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Work Experience
AI Full-Stack Engineer / GenAI Developer at Optum
May 1, 2025 - June 1, 2026Built autonomous clinical reasoning agents in Python using LangGraph and LangChain to automate medical chart review and reduce documentation time by 30% for 5,000+ providers. Developed and scaled a production RAG system processing clinical guidelines with Azure OpenAI (GPT-4o), achieving 94% accuracy in evidence-based recommendations. Integrated AI extraction into FastAPI services for unstructured medical data coding with 92% precision, and built enterprise AI APIs with FastAPI/Pydantic v2 to enforce regulated-data requirements and strict FHIR/HL7 validation. Deployed containerized GenAI microservices on Azure Kubernetes Service using Docker and Terraform, maintaining 99.99% uptime during rollouts, and optimized vector similarity search across millions of de-identified records using Pinecone and Weaviate for predictive ML workflows.
Associate Full-Stack Developer at IBM
September 1, 2024 - April 1, 2025Engineered a Python/FastAPI RAG pipeline with IBM watsonx.ai and Granite 3.0 LLMs enabling clients to query complex regulatory data with 95% accuracy. Developed 8+ autonomous Digital Labor agents with watsonx Orchestrate to automate multi-step API integrations between React applications and Python microservices. Built a prompt-engineering library for watsonx Code Assistant to automate PyTest/Jest generation and Python refactoring, reducing feature turnaround time by 30%. Migrated monolithic Python applications into containerized microservices on Red Hat OpenShift with AI-assisted migration workflows, and provisioned secure hybrid-cloud infrastructure using HashiCorp Terraform while applying AI governance practices for regulated workloads.
AI / Full-Stack Engineer at InsightEdge
March 1, 2024 - August 1, 2024Built an AI-driven insights platform using Next.js, FastAPI, Python, and AI models to generate company-specific summaries and recommendations. Deployed and operated the platform on GCP with Supabase for secure data storage and scalable backend operations. Collaborated with data scientists and AI specialists to fine-tune models and improve generated insight quality.
Full-Stack Engineer at Butterflies AI
April 1, 2023 - March 1, 2024Built an AI-powered social networking platform centered on human-AI interaction using React, Next.js, Python, Supabase, and GCP. Integrated AI/ML capabilities and backend services while improving performance and scalability through Node.js and cloud infrastructure.
Backend Developer at GMI Studios
October 1, 2021 - March 1, 2023Developed backend services and APIs for a multi-media platform, including staking workflows, NFT ownership snapshots, and third-party integrations.
Full Stack Developer at CodeSource
October 1, 2019 - September 1, 2020Developed React applications with AWS Cognito, AWS API Gateway, and Lambda, including REST APIs and serverless workflows using SNS/SQS.
Full-Stack Web Developer at UniClix
May 1, 2017 - September 1, 2019Built and modernized web applications using the MERN stack, including dashboards, scheduled automation, and third-party API integrations.
Frontend Developer at Cliently
March 1, 2016 - April 1, 2017Worked on React migrations, automated lead-generation workflows, and integrated Stripe.
Web Developer at IRIS
February 1, 2015 - February 1, 2017Modernized MERN-based systems, built admin/customer consoles, and implemented performance improvements.
Education
Bachelor of Science at Singapore Institute of Technology
April 1, 2011 - August 1, 2015Qualifications
Industry Experience
Healthcare, Software & Internet, Professional Services
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