Selected work

Real client work, with clear scope.

This page shows the kind of real client work I've done. It is not a complete history, just a representative sample of the work I take on.

Client

Key Singularity

AI platform and internal tooling work spanning planning, retrieval, ingestion, and deployment.

Outcome

Reduced planning handoff from 2 to 3 days to under 1 hour

Helped bring the platform into production

What I built

Built an internal planning system that turned rough product ideas into clear technical specs, relevant code references, and routing to the right engineer.

Built the knowledge pipeline for a no-code voice agent platform so uploaded documents could be turned into usable context for agent responses.

Helped take the platform from development to launch by setting up the deployment and release process needed to ship safely.

Scope

Internal Planning Platform
Team Handoff Workflow
File and Document Intake
Search and Retrieval
Launch-readiness Work
Internal Product Tooling

Tools and systems

RAG
Embeddings
Pinecone
LangGraph
Docker
Azure
GitHub Actions
React
TypeScript

Client

Independent Pharmacist

Built a clinical trial tracker to make public research easier to monitor and act on.

Outcome

Replaced scattered trial research with one organized review workspace

Made it faster to save, revisit, and work through relevant trials

What I built

Built a tracker that pulled clinical trial data from public sources into one place instead of forcing the client to search across multiple sites.

Added bookmarking and review tools so promising trials could be saved, revisited, and worked through more quickly.

Focused the product on speed and usability so finding the right opportunities took less manual effort.

Scope

Research Tracking Dashboard
Public Data Monitoring
Bookmarking and Triage
Workflow Speed-up Tools

Tools and systems

React
TypeScript
Data Scraping
Public Data APIs
Search
Dashboard UI

Client

Stealth Startup

Created audio data platform and its production delivery pipeline.

Outcome

Supported 8,000+ file uploads and processing jobs per month

Reduced processing cost by 20%

What I built

Owned the client-facing platform that turned large audio batches into clean, consistent, training-ready datasets.

Built the upload and job workflow so large client batches could move reliably from intake through processing and final delivery.

Prototyped a forced-alignment workflow quickly enough to help win a client bid, then hardened it into a production service.

Scope

Large File Processing
Client Delivery Workflow
Custom Internal Tooling
Multi-step Data Processing

Tools and systems

Go
Google Cloud Platform
PostgreSQL
Pub/Sub
Cloud Run
Python
FastAPI

Enterprise Experience

Fortune 50 Logistics Company

Data platforms, internal automation, and service modernization across analytics and platform teams.

Outcome

Improved reliability for critical internal reporting and data workflows

Helped teams ship changes with fewer manual checks and less release risk

What I built

Built internal data and reporting pipelines that turned fragmented operational data into cleaner, more usable tables for analytics, KPI reporting, and downstream decision-making.

Stabilized failing enterprise workflows by reworking slow data processes and orchestration so critical internal reporting and data movement stopped timing out.

Built internal automation tools that made software QA and service modernization more reliable, helping teams catch issues earlier and reduce regression risk before release.

Scope

Operational Reporting
Business Data Workflows
Internal Quality Checks
Release Risk Reduction
Cross-team Platform Support
Workflow Reliability

Tools and systems

PySpark
SQL
Databricks
Azure Data Factory
Go
TypeScript
Playwright
Java

Need someone who can handle more than one part of the system?

That is usually the kind of work I am brought in for.

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