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Bryce Keeler

consultant · developer

About

the short version

I'm a consultant at Huron where I build Workday apps and data pipelines for universities and healthcare companies. I graduated from UT Dallas Dec 2024 with a CIS degree. Before Huron I interned at PwC and EY.

Work

where I've been

Analyst

Huron Consulting Group

Jan 2025 - now
  • Building Workday Extend apps for universities and healthcare clients
  • Workday Studio work for data transformation and integrations
  • Orchestrations for client
  • Internal automation work

Intern

Huron Consulting Group

Summer 2024
  • Workday extend, contributed to student scheduling app
  • Worked on integrations for two universities

Intern

PwC

Summer 2023
  • Tableau and PowerBI dashboards for nonprofits
  • Some ETL work, data analysis with SQL and Python

Intern

EY

Summer 2022
  • Nonprofit consulting
  • Data pipeline and visualization work

Education

Micromasters in Statistics and Data Science

MIT

In Progress
  • Part-time while working full-time at Huron
  • Focus area: General Track
  • Goal: Transition from consulting to ML engineering roles
  • Currently taking: Probability - The Science of Uncertainty and Data, Fundamentals of Statistics

Tech

technology leveraged

Languages

Python TypeScript JavaScript Java SQL WQL XSLT HTML/CSS

Frontend

React Astro Tailwind CSS WebSockets

Backend

FastAPI Django Flask Node.js REST APIs

Databases

PostgreSQL Timesc1eDB SQL Server Supabase

AI/ML

PyTorch YOLOv8 OpenCV LSTM Random Forest LLM Integration

Data & Analytics

Tableau PowerBI Alteryx Excel ETL Pipelines

DevOps & Infrastructure

Docker Proxmox LXC Linux Git Bash

Enterprise Platforms

Workday Extend Workday Studio ServiceNow Power Automate Smartsheet

IoT & Hardware

ESP32 I2C Sensor Integration

Certifications

Workday Integrations Workday Extend Workday Orchestrations

Projects

projects for things I am passionate in

NutriOne

Full-stack nutrition tracking app with food recognition. PostgreSQL database with FastAPI backend handling user auth, meal logging, and macro calculations. React frontend with camera integration. Trained a custom YOLOv8 model on ~101k food images - runs inference on device and hits about 90% accuracy on common foods.

FastAPIPostgreSQLReactYOLOv8Python

Plant Monitor

IoT system for monitoring houseplants. ESP32 microcontrollers with soil moisture, temperature, humidity, and light sensors streaming data via MQTT to a TimescaleDB instance. Built an LSTM model in PyTorch to predict watering needs based on historical patterns and environmental factors. Web dashboard shows real-time readings and predictions. Model retrains weekly on new data.

ESP32PyTorchTimescaleDBMQTTLSTM

LLM Reports

Automated report generation system at Huron. Power Automate flow pulls data from Smartsheet, runs it through ETL transformations, then uses Claude API generate executive summaries. Managers used to spend hours writing these weekly - now it's automated. Includes human review step before distribution. Handles about 50 reports per week.

Power AutomateSmartsheet

Scheduling App

University course scheduling system built during my Huron internship. Uses constraint satisfaction with backtracking to generate conflict-free schedules. Handles room capacity, professor availability, required gaps between classes, and prerequisite chains. Reduced manual scheduling time from weeks to hours. Two universities licensed it.

Workday ExtendWorkday OrchestrationsWQL

Home Lab

home networking projects

Running a Proxmox server at home with about 15 containers and VMs. Started as a way to learn Linux and networking, turned into actually useful infrastructure. Most services run in LXC containers for efficiency, with a few full VMs for things that need isolation.

Compute & Storage

  • Proxmox VE - Hypervisor managing everything
  • TrueNAS - NAS with ZFS, handles backups and media storage
  • PostgreSQL - Multiple instances for different projects
  • Docker hosts - Running various containerized apps

Networking

  • Pi-hole - DNS-level ad blocking for the whole network
  • Tailscale - VPN mesh so I can access everything remotely
  • Nginx Proxy Manager - Reverse proxy with SSL termination
  • VLANs - Separate networks for IoT, servers, and personal devices

Applications

  • Jellyfin - Media server for movies and music
  • FastAPI apps - Personal projects and APIs
  • Grafana + Prometheus - Monitoring and dashboards
  • Uptime Kuma - Service health monitoring

Automation

  • Bash scripts - Backup automation, health checks
  • Cron jobs - Scheduled maintenance tasks
  • Ansible - Configuration management (learning)
  • Watchtower - Automatic Docker image updates