Active AI systems with focus on cost optimization and performance engineering
Production systems built to solve real problems
Parallel extraction pipeline using AutoSchemaKG framework
July 2025 - ongoing
💡Impact: Enables AI agents to access personal document context through standardized MCP protocol
I selected gpt-4o-mini because my system needs to be economically viable for personal use - experimental models cost 10x more without proportional ben... View details →
Testing of 6 LLMs across 6 processing approaches to find optimal cost-performance balance
July 2025 - ongoing
💡Impact: Enables cost-effective SEO-optimized title generation for large product catalogs while meeting marketplace's strict 75-79 character requirements
Through systematic prompt engineering across 6 LLM models, discovered that explicit character constraints in prompts achieve only 62% compliance despi... View details →
Telegram bot + specialized Claude Code agents built because standard productivity tools don't work for my brain
June 2025 - ongoing
💡Impact: Solves ADHD-related memory and documentation issues through automated daily journaling and specialized AI coaching
Built specialized Claude Code agents because standard productivity tools don't handle ADHD context switching. Career Coach keeps achievement documenta... View details →
Processes 160M+ order records with static Parquet architecture achieving sub-second dashboard loads
Aug 2023 - ongoing
💡Impact: Provides executives instant access to business intelligence that previously required manual database queries
Real-time CRM-SMS integration with automated lead engagement
Nov 2023 - ongoing
💡Impact: Automated SMS workflows reducing manual lead processing time by 80%
Webhook-based cross-villa blocking system with automatic inventory updates
July 2020 - ongoing
💡Impact: Enables conflict-free booking operations across 5 properties, generating $30k+ total revenue
Context-aware music rating system with temporal preference tracking
September 2025 - 1 day
💡Impact: Personal tool showcasing rapid CLI development while solving actual music workflow needs
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I'm a software engineer focused on building production AI systems, with a passion for AI-assisted development and creating tools that enhance productivity for both developers and everyday users.
At Bonanza, where I serve as General Manager (formerly Data Analyst and Marketing Project Manager), I've built custom systems including a full-stack analytics dashboard processing 160M+ order records with sub-second page loads
On the AI side, I've built a knowledge graph MCP server based on academic research from AutoSchemaKG that processes documents in 67 seconds at $0.00002 each. Through systematic model evaluation, I've identified 10x cost variances between LLM approaches while maintaining accuracy, and I'm applying these insights to optimize e-commerce systems at scale.
My current passion project is an AI personal management system using shared context to help manage daily activities while navigating mental health challenges. I believe AI is a superpower not only for coding, but for unlocking potential in those limited by factors beyond their control.
I believe the tools we build for ourselves often solve problems for entire communities.