Systems Integration Engineer
University of Colorado Boulder · Institute of Behavioral Science
- Building a FastAPI, React/TypeScript, and PostgreSQL support platform over 10,803 reconciled tickets in the August 27, 2026 local snapshot.
- Built PowerShell automation that reduced typical Active Directory group cleanup from about 15 minutes to under one minute.
- Developed an unreleased BERT routing candidate: 82.63% sealed-test accuracy and 0.7563 macro-F1 on a model trained with 6,137 tickets.
More about this work
- Built a React, Vite, and Recharts dashboard that separates source intake from reportable volume and exposes busiest weekdays and peak hours independently
- Reduced the analytics visualization payload by 61% raw and 66% gzip by replacing Plotly with Recharts and accessible chart tables
- Managed Windows Autopilot and Jamf Pro enrollment for 50+ endpoints under Secure Compute requirements
Research Assistant — Indian Parliamentary Data
Princeton University
Parliamentary-data engineering · separate Princeton appointment
- Built dynamic archive scraping with pagination handling and resumable SQLite state.
- Orchestrated collection, speech and translation processing, PDF extraction, normalization, and structured research outputs.
- Processed 40+ GB of campaign audio and thousands of parliamentary documents with retained intermediate artifacts and restart points.
Lead Technical Research Assistant
University of Colorado Boulder · Institute of Behavioral Science
Concurrent IBS research appointment
- Built a PyTorch / ResNet50 image-analysis pipeline with PhD researchers to study visual bias in New York Times COVID-19 imagery.
- Collected 15+ years of legislative data with Selenium, BeautifulSoup, and checkpoints for long-running jobs.
- Built a LegiScan API wrapper with caching and rate-limit handling, cutting redundant requests by 40% during bulk ingestion.
More about this work
- Used a truncated ResNet50 to extract image embeddings, then grouped them with k-means for analysis without labeled data
Undergraduate Research Assistant, Satellite Telemetry Data Analysis
The Data Mine of the Rockies · Purdue University and L3Harris
Purdue research program · L3Harris industry collaboration
- Worked with L3Harris senior engineers through Purdue’s Data Mine on satellite telemetry cybersecurity research.
- Trained Isolation Forest and LSTM models on synthetic NOS3 telemetry to detect and classify cyberattack anomalies.
- Co-authored and presented “L3Harris: Satellite Cyberattack Detection” at the inaugural Data Mine of the Rockies Symposium.
More about this work
- Co-authored and presented “L3Harris: Satellite Cyberattack Detection” at the inaugural Data Mine of the Rockies Symposium in Colorado Springs to engineers and stakeholders from the U.S. Space Force, L3Harris, Lockheed Martin, Northrop Grumman, CrowdStrike, and other aerospace and cybersecurity organizations
- Used Wireshark to identify affected devices and indicators of compromise in simulated satellite communications
- Mapped space-cyber scenarios to the SPARTA Matrix and MITRE ATT&CK frameworks, then generated synthetic telemetry for multiple attack types
Research Assistant, Data Engineering and ML
Studio Lab · University of Colorado Boulder
Speech and translation evaluation · CU Boulder appointment
- Designed word-error-rate evaluations across Deepgram, Google Speech-to-Text, Amazon Transcribe, and Azure Speech.
- Compared Google, Amazon, and Azure translation services and researched adaptation for political names and domain vocabulary.
- Documented tool behavior and tradeoffs for the later parliamentary-data engineering workflow.
