Bryce Keeler
Software Engineer & Data Scientist
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Education
B.S. Computer Information Systems and Technology
The University of Texas at Dallas
- Davidson Management Honors Program
- Expedition EY Scholarship recipient
Experience
Analyst - Digital Consulting
Huron Consulting Group
- Design and develop enterprise applications using Workday Extend platform, building full-stack solutions with custom UI components, backend business logic, and database integrations
- Contributed to Time Tracking Solution for Internal Projects, a production-grade Workday Extend application published on Workday Marketplace
- Engineered automated reporting system using Power Automate and LLM integration that orchestrates data from multiple Smartsheet sources, performs ETL operations, and generates AI-powered summaries - eliminating 1,500+ hours of manual work weekly
- Build automated data transformation pipelines that convert XML to JSON, implement data validation, and integrate with RESTful APIs, processing 560GB weekly across 5 integrations
Intern - Digital Consulting
Huron Consulting Group
- Engineered a student scheduling application using advanced backtracking algorithms and Workday Extend, implementing real-time course enrollment data integration and constraint-solving logic
- Application was subsequently purchased and deployed by two major universities
Start Consulting Intern
PwC
- Built interactive dashboards using Tableau, PowerBI, and Alteryx, implementing automated ETL pipelines that reduced manual data processing time by 60%
- Performed data analysis using SQL and Python to extract insights from large datasets for educational access initiatives
Expedition Program
EY
- Selected from 4,000+ applicants for competitive program focused on data analytics, machine learning, and predictive analysis
- Recipient of $10,000 scholarship
Leadership
President
180 Degrees Consulting at UT Dallas
- Managed team of 7 directors across project delivery, client relations, and operations
- Oversaw delivery of 15+ consulting projects for companies across profitability analysis, revenue generation strategies, and marketing optimization
- Implemented process improvements that increased project throughput by 10% semester-over-semester
Projects
NutriOne
Full-Stack Nutrition Tracking Application
- Built production-ready application using FastAPI, PostgreSQL, React, and TypeScript with comprehensive backend architecture including user authentication and RESTful API design
- Engineered custom YOLOv8 computer vision models for automated food detection, training on Food-101 dataset using PyTorch
- Designed modular backend architecture with 21 organized service modules implementing separation of concerns
- Built ETL pipelines integrating USDA FoodData Central and Open Food Facts databases
Automated Plant Health Monitoring System
IoT ML Pipeline with Computer Vision
- Built end-to-end IoT data pipeline using 3 ESP32 microcontrollers and ESP32-CAM module, processing 288+ daily sensor readings from 9 sensors and streaming to FastAPI backend with TimescaleDB
- Developed computer vision system using OpenCV to segment and analyze plants from single camera feed, reducing hardware costs by 67%
- Engineered multiple ML models: Random Forest for health classification, LSTM neural networks for soil moisture forecasting, and ensemble models for watering recommendations
- Architected containerized microservices infrastructure on Proxmox with Docker, async FastAPI endpoints, and React dashboard with real-time WebSocket updates
Home Lab Infrastructure
Self-Hosted Services & Container Orchestration
- Designed and manage self-hosted infrastructure using Proxmox virtualization, orchestrating 6 containerized services including PostgreSQL databases, FastAPI applications, Tailscale VPN, PiHole DNS, and Jellyfin
- Implemented containerization using Docker and LXC containers, managing service networking, persistent storage, and system monitoring
Skills
Languages
Python, JavaScript, TypeScript, Java, SQL, CSS, HTML
AI/ML
PyTorch, YOLOv8, LLM integration, Computer Vision, Model training
Backend
FastAPI, Django, Flask, Node.js, PostgreSQL, SQL Server
Frontend
React, TypeScript, Astro, Tailwind CSS
DevOps & Tools
Docker, Git, Proxmox, LXC, Linux (Arch, Ubuntu), Bash
Platforms
Workday Extend (Certified), Workday Integrations (Certified), ServiceNow, Power Automate
Data & Analytics
SQL, PostgreSQL, Tableau, PowerBI, Alteryx, ETL pipelines