Experience
Where I've worked and what I've built.
Software Developer (MLOps / AIOps)
Carfax
July 2025 - Present
Building internal ML platform infrastructure for model development, deployment, and monitoring.
- Designing and operating ML platform infrastructure on Kubernetes
- Building observability and monitoring systems for ML workloads
- Working on LLM inference infrastructure and agentic AI systems
Software Developer
Independent Consulting
Sept. 2024 - Present
Building custom software solutions for educational institutions and community organizations.
- LMS platform migration and optimization for an educational institution
- Self-service CMS platform for a nonprofit organization
- Community census data analysis and insights platform
Software Engineer
CensusX.ai
May 2024 - Oct 2024
Built an AI business assistant using LLMs and RAG. Engineered scalable ETL pipelines for data processing.
- Fine-tuned LLM (LLAMA 3.1 70B) for business-specific use cases
- Built ETL pipelines with Apache Spark and Kafka
- Improved data processing speed by 40% through optimization