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Selected Work

Architecture
& Pipelines.

A technical ledger of AI data orchestration, cryptographic provenance logging, and relational database architecture.

012024Active

Data Provenance & Trust Infrastructure

AI Transparency & Logging System

A cryptographic provenance logging system designed to track AI-generated versus human-written content. Features real-time text tagging, SHA-256 data hashing, and append-only audit logs to enforce data integrity and algorithmic transparency in digital journalism.

Node.js, React, SHA-256 Cryptography, W3C PROV Standard

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022024Completed

MLOps & RAG Pipelines

Retrieval-Augmented Generation Architecture

An AI orchestration pipeline that ingests PDF documents, processes them through HuggingFace vector embeddings, and utilizes LangChain with IBM watsonx.ai to generate context-grounded LLM responses via a Streamlit interface.

Python, LangChain, IBM watsonx.ai, HuggingFace, Streamlit

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032024Active

AI Infrastructure

AI-Native Developer Onboarding

An AI-driven platform automating architecture mapping and codebase analysis. Leverages IBM watsonx.ai for semantic understanding, Server-Sent Events (SSE) for real-time streaming, and a PostgreSQL backend for synchronized state management.

Python (Flask), PostgreSQL, IBM watsonx.ai, Docker

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042023Completed

Backend Routing

High-Velocity Data Routing

A custom backend architecture focused on fast data retrieval and persistent storage — mapping long-form strings to short hashes for rapid URL redirection.

Python, Flask, pyshorteners

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052023Completed

Client-Server Data Modeling

Secure Data Integration

A structured full-stack application demonstrating practical data modeling and client-server architecture. Features session-based authentication utilizing SHA-256 hashing and dynamic CRUD data management.

JavaScript, HTML5 / CSS3, SHA-256 Cryptography, LocalStorage

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End of Ledger

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