Learning by building.

On Enterprise AI’s GenAI Core Capabilities team, built a multi-provider AI gateway on Azure Kubernetes with a FastAPI and PostgreSQL control plane for roles, sessions, and API keys.

• 450K+requests routed per day
• <25 msp95 gateway overhead
• 30+MCP tool servers behind one policy
• 100+failure scenarios chaos-tested

• Kubernetes
• Envoy
• FastAPI
• PostgreSQL
• Redis
• Prometheus
• Grafana

On Enterprise AI’s GenAI Core Capabilities team, built the gateway routing model traffic to Azure OpenAI and Gemini, with bounded streaming retries and automatic failover.

• 450K+model requests routed per day
• 30+MCP tool servers rate-limited per user
• 100+failure scenarios chaos-tested

• Azure OpenAI
• Gemini
• MCP
• SSE
• Envoy
• Redis
• Kubernetes

Built a Spring Boot supplier-data service and its async ingestion pipeline, then tuned MySQL and caching for high-volume reads.

• 4M+supplier records served
• −38%p95 API latency
• 4.2×ingestion throughput
• −55%read latency

• Java
• Spring Boot
• MySQL
• REST

Built search and LLM orchestration over supplier data, with one model-agnostic interface across Ollama, OpenAI, Gemini, and Anthropic.

• 4M+supplier records searched
• −40%procurement cycle time
• +25%supplier-matching accuracy
• 10K+labeled examples in evaluation

• Python
• FAISS
• Ollama
• OpenAI
• Gemini
• Anthropic
• GitHub Actions

Trained a PyTorch ensemble that flags eleven classes of smart-contract vulnerability despite severe class imbalance.

• 0.8703macro F1 across 12 classes
• 0.9973macro AUC
• 1stComputer Sciences, 2025 TAMUG research symposium

• PyTorch
• Multi-head attention
• Focal loss

Built an event-driven options backtester in Python and C++, plus the data-to-execution pipelines the fund’s researchers run.

• 150M+options contracts modelled
• $80K+fund under management
• −34%simulation runtime for 7 researchers

• Python
• C++
• Options data
• Backtesting

Contributing to Maroon Rides, a SvelteKit and Capacitor transit app for the Texas A&M bus system.

• 5K+downloads

• SvelteKit
• Capacitor
• TypeScript