I own product at Charter Communications (Spectrum), where I've shipped Mobile ordering infrastructure, driven $4.5M in operational savings, and led 3 scrum teams across Customer Support, Sales, and Engineering.
Outside of work, I build AI systems to automate the product workflows I've spent years doing manually — requirements writing, JIRA decomposition, data analysis, stakeholder reporting. The projects below aren't side experiments; they're tools I built because I understood the problem from the inside.
| Project | Problem It Solves | Stack |
|---|---|---|
| AI Feature Delivery Pipeline | Collapses a 16-step SDLC process into 2 human touchpoints — requirement in, deployed code out | Claude AI, MCP, WebStorm, GitHub Actions, Render |
| HealthSense AI | Routes patient from symptom description to confirmed appointment across 5 specialized agents | n8n, OpenAI |
| Stock Analysis Agent | Voice or text → AI chart analysis → Telegram delivery, with scheduled watchlist reports | n8n, OpenAI, Telegram, Airtable |
| MCP Chatbot | RAG chatbot over MCP documentation, deployed and serving live traffic on Render | FastAPI, LangChain, FAISS, OpenAI |
| Language to Dashboard | Removes the analyst bottleneck — business question in plain English, chart + narrative out | LangChain, SQLite, OpenAI |
| Project | What It Solves | Key Result |
|---|---|---|
| SuperKart Forecasting | Retail sales prediction deployed as a live API | R²=0.93, Flask on HuggingFace |
| Clinical RAG Assistant | Medical document Q&A with automated quality evaluation | ChromaDB + LLM-as-Judge |
| ReneWind Turbine Failure | Catch failures before they happen — false negative costs 10× more than a false alarm | Neural Network, SMOTE, recall-optimized |
| EasyVisa Approval | Predict US visa outcome before filing — avoid costly denials | GBM, 5 models compared |
| Trade & Ahead Clustering | Segment 340 NYSE stocks into portfolio-construction clusters | K-Means + PCA |
| HelmNet Safety Detection | Automate helmet compliance checking from construction site images | CNN, TensorFlow/Keras |
- Spectrum Mobile ordering platform (MBO) — ACH AutoPay, standalone smartwatch line, fraud management integration, offer eligibility logic — all end-to-end through fulfillment
- $4.5M+ annual savings — Salesforce-EXPO engineering fulfillment automation (BSA II)
- Internal AI tool — generates production-quality BRDs, user stories, and specs in under 60 seconds using Claude AI; serving a 10-person BSA team with QA and Architect modules in development
- 3 scrum team agile transformation — BPMN process design, MoSCoW prioritization, sprint cadence across Mobile, Customer Support, and Enterprise
AI & Agentic: Claude AI · n8n · LangChain · LangSmith · RAG · MCP · OpenAI · ChromaDB · HuggingFace
ML/DS: Python · scikit-learn · TensorFlow/Keras · XGBoost · NLP · SQL · Tableau
Product: JIRA · Confluence · Salesforce · Agile/Scrum · BPMN · MoSCoW
Certs: CSPO · CSM · Salesforce Admin · Six Sigma Green Belt (ASQ)
UT Austin — PGP in Data Science, Business Analytics, AI & ML (2024–2026)