Open source contributions, production systems, and side projects
MEM.03
Featured Projects
Farseer
Open Source • Production System
High-performance time-series forecasting library written in Rust. A reimplementation of Facebook Prophet
optimized for production workloads. Currently running in production for mission-critical decision systems
handling billions in freight pricing.
Lightweight NLP recommendation engine using Gemma 270M and cosine similarity for personalized product
matching. Demonstrates efficient deployment of small language models for specialized domains.
Python
NLP
Gemma
Recommendation Systems
Enterprise Agentic AI Platform
Production System • C.H. Robinson
Built enterprise-scale agentic AI platform using LangGraph/LangSmith that processes $80B+ in annual
freight bids. Automatically extracts and processes information from PDFs, emails, and Excel files.
Reduced turnaround time by 40 hours and freed up 20 FTEs.
LangGraph
LangSmith
RAG
Multi-Agent
Kubernetes
MCP Server Infrastructure
Production System • C.H. Robinson
Created Model Context Protocol (MCP) server infrastructure enabling agent systems to pull real-time
costing guidance and deliver consistent decision support to commercial representatives. Integrates
with existing data warehouses and pricing engines.
MCP
Python
Snowflake
GCP
Conversational Analytics Agents
Production System • C.H. Robinson
Deployed conversational AI agents that provide on-demand pricing intelligence and recommendations.
Enables business users to query complex data warehouses using natural language and receive
context-aware insights.
LLMs
Conversational AI
Analytics
NLP
IBM Automation Platform
Production System • IBM
Built webhook-based automation platform that captured real-time events and automated task management
across IBM Finance departments. Resulted in time savings equivalent to over 50 FTE. Integrated with
Trello, Slack, and internal IBM systems.
Python
Webhooks
Automation
REST APIs
Repository Archive
A July 2026 snapshot of 33 owned public repositories, followed by one privacy-preserving panel representing
25 qualifying private repositories. Public entries are sorted by most recently pushed.
Check out my GitHub profile
for more open source work and experiments.
TypeScript
time-vs-timing
Compare lump-sum investing and DCA across real SPY history.
Repo contains a working example of container orchestration in kubernetes to utilize seperate containers for pulling data, modelling data, and pushing data out.