Security & AI Systems Developer | Building tools that protect users from digital friction and human error.

• The Mission: Real-time emotional guardrails for social media (Twitter, Reddit, LinkedIn).
• The Impact: A privacy-first Chrome extension powered by a local FastAPI server and HuggingFace Transformers. Classifies 28 emotions in <800ms to filter toxic content entirely on-device.
• Tech: TypeScript, Python, FastAPI, RoBERTa (NLP), Vite

• The Mission: Preventing accidental PII and API Key leakage in the browser.
• The Impact: A security engine that intercepts native paste events to detect sensitive patterns (AWS, GitHub, Credit Cards) before they are submitted. Features a custom UI interceptor with power-user keyboard shortcuts.
• Tech: JavaScript (Chrome MV3), Regex-Engine, Local-First Whitelisting

• The Mission: Solving the "procrastination" barrier in personal finance management.
• The Impact: An iterative project that evolved from a Terminal MVP to a full GUI application. Built to solve real-world overspending habits through data visualization and comparison logic.
• Tech: Python, Tkinter (GUI), Matplotlib (Data Viz)

• Mathematics: Linear Algebra & Calculus for ML optimization.
• Local-First ML: Running NLP and classification models on-device for 100% data privacy.
• AI/ML: Predictive modeling, Feature Engineering, and Model Interpretability (XAI).
• Architecture: Scalable SaaS infrastructure and real-time data ingestion.
• Browser Forensics: Intercepting DOM events and system-level inputs to build safety guardrails.
• Iterative Engineering: Moving products from terminal-based prototypes to polished, user-facing interfaces.
• Privacy Architecture: Designing systems where no data ever leaves the user's machine.

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