CS senior at CSUSB (graduating December 2026). Before this, I spent 10 years in professional kitchens. Started washing dishes, worked my way to head chef. That taught me how to run complex systems under pressure and actually ship things. Now I build AI systems.
I care about the practical side of ML engineering: pipelines that hold up, agents that do what you tell them, software that solves real problems.
Open to Summer/Fall 2026 internships.
| Project | Description | Stack | Status |
|---|---|---|---|
| soc-triage-ai | RAG-grounded SOC alert triage. Claude + MITRE ATT&CK mapping, JSON schema validation, Streamlit UI, reliability harness. | Python · Streamlit · Claude · sentence-transformers · ChromaDB | Shipped · v1.0 |
| arda | Python LLM agents with LangChain. Tool use, memory, multi-agent planning. FastAPI + MCP server + Redis-backed queue. | Python · FastAPI · LangChain · MCP · Redis | Active |
| phishguard | Multi-modal phishing URL detector. GBDT + DistilBERT + EfficientNet fused via calibrated meta-learner. | Python · PyTorch · LightGBM · ONNX | v0.2 in development |
| claude-agents | Multi-agent orchestration on self-hosted hardware. BullMQ job queue, Redis state, command allowlist security layer. | Node.js · Redis · SQLite · BullMQ | Production |
| DocMind | RAG pipeline for document Q&A with prompt injection defense. | Python · FastAPI · ChromaDB · sentence-transformers | Active |
Recursa AI · Software Engineering Intern · Dec 2025 to Mar 2026
Built a distributed scraping pipeline ingesting court rules across 50+ U.S. jurisdictions with retry, backoff, and deduplication, handling 200K+ documents at 99%+ extraction accuracy. Shipped a RAG system over the normalized legal corpus using vector embeddings and hybrid keyword search, cutting query latency from 4s to under 600ms. Designed an evaluation harness that caught a 12% hallucination regression after a model swap and blocked the release.
RideSplits · Full-Stack Developer · Jun 2025 to Sep 2025
Migrated 100% of authentication flows from JWT to Firebase Auth across multiple user roles, reducing login-related bugs by 60%. Designed a secure multi-screen document upload pipeline with validation and size limits, enabling ID verification for 50+ users. Authored security documentation defining Firestore rules and Storage access controls.
Cañada College · IT Assistant · Jun 2023 to Jan 2024
Improved system reliability by 20% troubleshooting hardware, software, and networking for 100+ institutional users across Linux, Windows, and macOS lab systems. Resolved 90% of technical support requests within 24 hours.
- equinor/semeio#895: Fixed pytest-console-scripts API deprecation across the test suite (May 2026)
AI / ML Python · LangChain · RAG · ChromaDB · Scikit-learn · Pandas · sentence-transformers
Backend FastAPI · Node.js · Firebase · REST APIs · BullMQ · Redis · SQLite · SQL
DevOps Docker · GCP · Linux · Git
Frontend React · JavaScript · HTML/CSS
Systems Pthreads · IPC · Signals · Mutex · Process Management · Bash