Available for AI engineering roles · San Francisco Bay Area
I build agentic systems that reason over real work.
Senior Software / AI Engineer at BlackLine. Sole Software / AI engineer shipping multi-agent workflows, RAG pipelines, and production ML on Vertex AI. Previously at Amazon. Most interested in work where the agent is the product.
01 — Selected work
Things I've built that I'd ship again.
01
ResoPrismThree specialist agents search grants, papers, and news in parallel — ranked, cached, resilient.
02Cannondale BI AgentAsk a question a sales rep would actually ask. Get an answer they can actually use.
03DataScienceGPTEnd-to-end ML exploration in minutes, not days — for the analyst who shouldn't need to write model code.
04Time-Series Forecast CopilotDrop in your data, get a forecast and an explanation — no SARIMA degree required.
05HakadorioLocal-first task manager where you describe what you need and the agent figures out the rest.
02 — Stack
What I reach for.
Languages
- Python
- Java
- SQL
- TypeScript
AI / Agents
- PyTorch
- LangGraph
- LangChain
- RAG
- MCP
- LlamaIndex
- Ollama
- Claude
- OpenAI
- Gemini
- Hugging Face
Infra
- GCP (Vertex AI, Kubeflow)
- Azure
- AWS
- Snowflake
- Docker
- Kubernetes
Data
- ChromaDB
- MongoDB Atlas
- Postgres
- BigQuery
03 — Experience
Where I've worked.
Apr 2025 — present
Senior Software / AI Engineer
BlackLine · Pleasanton, CA
- Building reusable ML infrastructure components on GCP and Snowflake, enabling teams to accelerate solution development through plug-and-play pipelines
- Designed and shipped end-to-end ML experimentation framework from scratch, replacing manual processes with automated experiment tracking, dataset versioning, and metrics recording via JSON/YAML configuration
- Built AI-powered analysis tool using OpenAI GPT-4 API that acts as a virtual data scientist — generates deep analysis, visualizations, and reports for non-technical stakeholders, reducing analysis effort by 6–8 hours weekly
Oct 2022 — Apr 2025
Software Development Engineer
Amazon · Sunnyvale, CA
- Designed and shipped automated patching system for S2S VPN services under VPC Cloud from concept to production in 3 months, eliminating recurring security violations
- Reduced oncall effort by 5+ hours weekly through continuous monitoring automation using Python, AWS Step Functions, Lambda, SNS, and Slack integrations
- Delivered ML-based early warning systems for AWS service reliability, processing millions of events daily
May 2022 — Aug 2022
ML Engineer Intern
Coupa Software · Remote
- Implemented semantic analysis pipelines using PySpark for large-scale data processing
- Designed data-lake extraction workflows to feed ML training pipelines
- Automated training pipeline deployment, improving system extensibility and reducing manual intervention
Aug 2020 — Jul 2021
Senior Software Engineer
Newgen Pvt. Ltd. · India
- Designed microservices platforms using Kubernetes for container orchestration
- Integrated Apache Kafka on Azure for event-driven, message-based systems
- Built testing frameworks and synthetic data generators to accelerate development cycles