8. Business & Operations

Optimizes production costs for AI pipelines using multi-model routing, token optimization, and caching strategies in Clojure with Vertex AI, reducing costs by up to 58%.

Creates and manages construction project cost estimates through standardized Bill of Quantities (BOQ) with material and labor breakdowns, generating formatted cost sheets for Thai projects.

Real-world case study demonstrating ROI metrics for healthcare content automation, including time/cost savings and business impact analysis.

A hub for daily marketing operations, enabling content planning, campaign coordination, and productivity reporting across multiple platforms.

Manages cohort tracking, scheduling, and operational workflows for learning programs in educational or corporate training environments.

Evaluates portfolio risk, position sizing, and market volatility to perform pre-trade risk management checks using a conservative/aggressive/neutral framework.

Autonomous CLI tool for structured business strategy development through decision-making frameworks.

Assesses technical, financial, operational, and organizational feasibility of learning projects to evaluate viability before resource commitment, including budget, timeline, and risk analysis.

Executes Jira operations for project management, issue tracking, and team collaboration, enabling efficient workflow management and task coordination.

Decomposes complex tasks into single-purpose subtasks to streamline project execution and management.

Ensures quality standards in learning operations and program management through structured quality assurance frameworks for educational initiatives.

Transforms abstract goals into structured, actionable task hierarchies using Socratic questioning and hierarchical decomposition for project planning.

Calculates refactoring ROI using effort-impact matrices and research-backed formulas to prioritize technical debt and justify investments to executives.

Comprehensive management of the Flow Nexus platform for authentication, sandboxes, app deployment, payments, and challenges.

Enables API-based management of Jira issues and Confluence pages for project tracking and documentation workflows.

Provides a structured process for evaluating and implementing learning technologies to support educational technology adoption and strategic decision-making.

Analyzes LimaCharlie billing data to investigate costs, compare usage trends, and identify expense drivers across organizations.

Optimizes LimaCharlie usage for cost reduction, efficient resource management, and billing control to enhance operational efficiency.

Manages the standard workflow for discovering, evaluating, and acquiring scholarly materials to build and maintain a library's collection.

Analyzes git history to map code ownership, identify knowledge silos, and calculate bus factor for proactive team risk management.

Monitors trends in unplanned work (bugs, hotfixes) and correlates with code hotspots to measure quality improvement and technical debt impact.

Quantifies technical debt and quality issues in business terms using research-backed formulas to calculate cost, ROI, and inform executive budget decisions.

Assesses team resilience and organizational risk during developer onboarding or departures, identifying knowledge gaps and transition risks to ensure continuity.

Refines rough ideas into fully-formed designs through structured Socratic questioning and incremental validation before implementation.