work log // production systems

WHAT-I-MADE.yaml

A portfolio record written for engineering review: what was built, how it was wired, what stack was used, and what shipped. No vague transformation language and no invented metrics.

8
projects listed
ERP
systems focus
MCP
tool integration
OSS
in progress
filter by:
// all engagements
Shipped ERP Reporting
MCP Integration MCP ERP

MCP Reporting System for ERP Software

Built an MCP-based reporting system for ERP users to generate sales and purchase reports from inside ChatGPT.

TypeScript Model Context Protocol React OAuth npm Workspace ERP Reporting APIs
Outcome
Customer-facing MCP integration built; sales and purchase report generation exposed safely through ChatGPT.
Shipped Internal Platform
Bot Platform BOT

Unified External-Bot Platform

Built a unified external-bot platform with a canonical FastAPI runtime and a shared versioned API router.

Python FastAPI SQLAlchemy MySQL PyJWT JWT Bearer Auth HTMX Versioned API Router
Outcome
Internal multi-organization bot platform built; centralized runtime, auth, user registration, owner approval, prompt management, and provider integration support.
Shipped WhatsApp
Support Assistant SUPPORT

WhatsApp Smart Support Assistant

Built a WhatsApp-based support assistant for creating tickets and checking ticket status through conversational messages.

Python FastAPI LangChain Twilio WhatsApp Business API
Outcome
Support-ticket assistant built; ticket creation, status tracking, audio input, and image input handled from WhatsApp.
Shipped Call Analytics
Analytics Platform ANALYTICS

Call Analytics Platform

Built an analytics platform that receives customer call recordings, transcribes them, detects topics, categorizes issues, estimates customer satisfaction, and maps recurring product problems into structured data.

Python FastAPI Speech-to-Text LLM Semantic Layer SQLAlchemy PostgreSQL/MySQL Plotly Report Generation
Outcome
Audio-to-insight analytics system built; call transcription, issue classification, satisfaction signals, dynamic charts, and recurring reports.
In progress Decision Ops
Open Source System ANALYTICS TOOLING

Context-to-Decision Open Source System

Building an open source system for turning messy operational data into a decision loop: ingest data, normalize it, define metrics, map drivers, generate briefings, track decisions, and compare outcomes over time.

Python FastAPI PostgreSQL Docker Compose Connectors Semantic Layer Agent Tools Briefing Engine Dashboard Engine
Outcome
Open source executive-ops system in development; designed to connect raw data, metrics, decisions, and review cycles into one maintainable workflow.
In progress VST3/CLAP
Audio Plugin AUDIO

Corrosion VST Plugin

Built an industrial physical-modeling synthesizer plugin for metallic impacts, pipe basses, tank booms, chain rattles, bowed steel drones, scraped textures, and damaged-machine timbres.

Rust NIH-plug VST3 CLAP DSP Modal Resonators Physical Modeling Real-Time Audio Pluginval REAPER Bitwig
Outcome
Industrial synth engine built; VST3/CLAP instrument implemented with multi-object physical modeling, exciter families, damage/corrosion processing, post-chain DSP, safe output limiting, and host-automatable parameters.
In progress Agent Workflows
Developer Tooling TOOLING

opencode-hyperflow

Building an internal agentic development tool around OpenCode-style workflows.

OpenCode Agent Workflows Python TypeScript CLI Tooling LLM APIs Local Dev Automation
Outcome
Internal developer tool in progress; built for repeatable agent orchestration, local automation, and inspectable AI-assisted coding workflows.
// next engagement

Have a system
that needs building?

If you have a production backend, LLM, ERP, reporting, or automation problem, let's talk.

contact