Built by our founder in senior technical roles before Dforgia existed. Client and company names are withheld; the work and outcomes are real.
EdTech · Product Development
AI coaching platform
Problem
A learning-science-driven coaching product needed to move from research concept to a production system that product, UX, and subject-matter experts could all build on.
Approach
Translated learning-science research into technical requirements. Architected two production services — a coaching database API and a standalone service for adding new coaching content without engineering bottlenecks.
Outcome
Successful production rollout, with a system designed for non-engineers to extend going forward.
Business Automation · AI Solutions & Technical Implementation
Multi-agent workflow automation
Problem
A business needed to automate high-volume communication and internal knowledge workflows without adding headcount.
Approach
Built a multi-agent email automation system, a RAG pipeline handling PDFs, spreadsheets, and text files, and a helpdesk agent for internal documentation.
Outcome
Automated workflows that previously required manual document review and response drafting.
Content Platform · Product Development
Multimodal document intelligence
Problem
An enterprise content platform needed to evaluate document quality at scale, beyond what text-only models could assess.
Approach
Architected a multimodal evaluation system fusing vision-language embeddings with text signals, defining the fusion strategy and evaluation protocol from scratch.
Outcome
24% improvement over baseline accuracy, integrated directly into enterprise workflow.