- M.S. Data Science — Florida State University (2023–2025)
- AI Engineer @ BigLab (FSU) — building RAG systems, QA pipelines, Text-to-MongoDB engines & LLM-driven schema fusion applications
- Co-Founder @ BillBeam — smart bill-splitting app simplifying shared expenses between friends and groups
- Published at EDBT 2025 — tabular embeddings for bi-dimensional hierarchically structured datasets
- 🏆 2× Hackathon Winner — AWS × Riot Games & Google Cloud × Elastic × Fivetran (2025)
- Open to: AI/ML Engineer · Data Scientist · Data Analyst roles
- BillBeam — smart bill-splitting app with intuitive group expense management
- RAG & QA systems — document-grounded question answering over large research corpora @ BigLab FSU
- Text-to-MongoDB engine — natural language querying of structured databases via LLMs
- Schema fusion apps — LLM-driven data integration across heterogeneous sources
Languages
AI / ML
Infrastructure & Cloud
Databases
- Procheck — hybrid AI medical protocol search combining Elasticsearch BM25 + Gemini semantic vectors ·
React · FastAPI · Firebase · Gemini· Live · Demo - VidMod — autonomous video compliance agent using Gemini 3.0 with 1M+ token context for full-video temporal reasoning ·
Gemini 3.0 · FastAPI · React · FFmpeg· Demo - CryptoStreamML — real-time crypto prediction pipeline with Kafka streaming, A/B champion/challenger models, drift detection & Grafana dashboards ·
Kafka · MLflow · InfluxDB · Docker - Flight Price Estimation — production MLOps pipeline achieving R² of 0.98 deployed on AWS ECS ·
Random Forest · FastAPI · Docker · AWS - Manus — production voice assistant with 99.9% uptime via Google Cloud + Gemini ·
Gemini 2.0 · FastAPI · React · Qdrant· Demo - Rift Rewind — personalized League of Legends recaps using Amazon Bedrock Claude 3 Sonnet ·
React · Bedrock · DynamoDB· Demo
- 🥈 2nd Place — AWS × Riot Games Rift Rewind Hackathon (Sep–Nov 2025) — $7K cash + $7K AWS credits · 2,642 participants
- 🥈 2nd Place — Google Cloud AI Accelerate Hackathon (Sep–Oct 2025) — Elastic Challenge Winner · $7.5K prize · 2,735 participants
- 📄 EDBT 2025 Publication — Tabular Embeddings for Tables with Bi-Dimensional Hierarchical Metadata and Nesting · arXiv
- Advanced agentic LLM architectures and multi-agent orchestration
- Multimodal AI systems (vision + language)
- Graph-based RAG and knowledge graph integration
- Production-grade vector search and retrieval optimization
- Won two international hackathons in the same year against 2,700+ participants each
- Got a research paper published while simultaneously building production AI systems
- 🤖 Built a portfolio site that can answer questions about itself using Gemini AI
- ☕ Debug fuel: strong coffee and questionable lo-fi playlists
no neural networks were harmed in the making of this profile