Portfolio
Selected Projects
A showcase of impactful projects demonstrating expertise in automation, AI integration, system architecture, and full-stack development. Each project reflects a strategic approach to solving complex business challenges with measurable outcomes.
Featured Work
Solairus Aviation
Month-End Reporting Transformation
Took ownership of a failing, undocumented enterprise reporting process and transformed it into a robust, scalable automation. Reconstructed missing logic, migrated legacy components to modern Chrome-based automation, and optimized Excel automation stability via framework tuning.
Key Outcomes
- Reduced runtime from ~2 weeks to ~6 hours (~98% improvement)
- Delivered urgent production run within 12 hours during refactor
- Created fully documented, supportable system
Solairus Aviation
Certify Feed Report Pipeline
Redesigned a critical daily financial reporting pipeline to dramatically improve speed and reliability. Replaced legacy Excel dependencies with API/database-driven architecture, built failover mechanisms, and implemented automated FTP uploads with stakeholder notifications.
Key Outcomes
- Reduced runtime from 10-15 minutes to ~40-55 seconds
- Eliminated manual bottlenecks and increased system resilience
- Delivered scalable, modernized reporting pipeline
Solairus Aviation
Flight Log Verification System
Engineered a mission-critical automation for validating aviation flight logs, ensuring compliance, accuracy, and synchronization across operational systems. Diagnosed and resolved a critical stack overflow issue by re-architecting recursive logic into optimized structures.
Key Outcomes
- Eliminated execution failures and recursion risks
- Increased throughput for compliance-critical workflow
- Ensured consistent and auditable verification processes
Solairus Aviation
HR Identity Integration Pipeline
Engineered a scalable integration pipeline to synchronize HRIS and identity systems (Paycom to Okta). Designed handling for 6 distinct exception classes and replaced inefficient logic with indexed filtering algorithms to solve performance bottlenecks.
Key Outcomes
- Reduced runtime from 6-7 minutes to ~30-45 seconds
- Improved compliance and downstream data quality
- Created reusable integration architecture for HR systems
Solairus Aviation
MFA Testing Automation
Designed an automated framework to test and monitor MFA compliance organization-wide. Built a randomized selection algorithm ensuring equitable departmental coverage, collected and analyzed results to identify risk patterns, and architected the system to run securely on a dedicated VM over VPN.
Key Outcomes
- Established scalable, unbiased MFA testing framework
- Improved organizational security posture and training insights
- Successfully validated through internal testing - ready for deployment
Technical Approach
Data Architecture
API-driven data pipelines with robust error handling
Process Automation
Intelligent workflows reducing manual intervention
Security & Compliance
Secure infrastructure with audit-ready processes
Business Impact
Solutions delivering measurable ROI and cost savings
Other Projects
Solairus Aviation
Benefits Billing & Reconciliation Engine
Built a precision-focused automation to eliminate reconciliation errors and improve financial oversight. Compared provider invoices with Paycom reports, flagged discrepancies, and automated exception routing for targeted resolution.
Solairus Aviation
Fatigue Meter Safety Analytics
Developed a data-driven automation enhancing operational safety by proactively identifying fatigue risks across flight crews. Integrated with Pulsar FatigueMeter API for real-time risk analysis and generated actionable reports for leadership.
Solairus Aviation
Reflective Process Cost Optimization
Led a critical system migration that directly reduced operational costs and improved data integrity. Built peer-to-peer FTP architecture, resolved UUID mismatches across systems, and automated user lifecycle management.
Solairus Aviation
Taleo to ICIMS Migration
Executed a high-pressure, large-scale data migration (~100K records) under extreme time constraints. Processed thousands of compressed files, reconstructed datasets, cross-referenced attachments, and implemented tracking for data integrity.
Solairus Aviation
Conformity Search Document Engine
Built a scalable automation to perform high-volume, structured searches across aviation documentation. Automated Adobe Acrobat workflows, extracted results into structured CSV outputs, and enabled parallel processing for multi-file handling.
Spark Byte Solutions
Business Process Automation Suite
Built scalable, production-grade automation and AI-powered solutions for enterprise clients. Focused on workflow optimization across finance and operations, delivering measurable ROI through strategic technical implementation.
Deloitte
RPA Sales Demonstration Platform
Developed a compelling automation demonstration that showcased RPA capabilities to potential clients. The demo contributed to nationwide adoption and helped secure significant client engagements.
Western Colorado University
Robotics System Architecture
Led a team of 5 engineers in designing and delivering a complete robotics system. Oversaw architecture decisions, integration testing, and project management from concept to deployment.
Water Check EC
IoT Data Collection Platform
Built an end-to-end IoT system for real-time environmental data collection. The full-stack application integrated hardware sensors with a user-friendly web interface for data visualization and analysis.
Personal Project
Automated Virtual Assistant: Codec
Developed a voice-activated virtual assistant in Python leveraging natural language processing (NLP), speech recognition, and text-to-speech technologies. Integrated multiple APIs to automate tasks such as email handling, web navigation, real-time weather retrieval, YouTube content streaming, and Wikipedia data extraction.
Enterprise Solution
Tax Automation Robot
Engineered an RPA-style automation solution to dynamically retrieve and process tax documents from enterprise systems, including ERP platforms such as SAP. Implemented multi-format data handling and workflow automation to reduce manual intervention and improve accuracy.
Aviation Tools
Flight Helper & Crosswind Calculator
Built a full-stack web application using HTML, Bootstrap, and Python Flask to support flight log management and aviation-specific calculations. Developed a crosswind and headwind component calculator to improve flight planning and situational awareness.
Autonomous Systems
Computer Vision Lane Detection
Designed and implemented a real-time lane detection system using Python and OpenCV, applying advanced computer vision techniques. Developed a full perception pipeline including image preprocessing, Canny edge detection, ROI segmentation, and Hough Transform for lane identification.
Interested in seeing more?
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