- Building on my SARIT experience with computer vision, telemetry, GPS, and embedded systems for vehicle safety.
- Developing GTA Free STEM for iOS, Android, and the web to make free STEM programs easier to find.
- Helping students learn engineering through hands-on Arduino, electronics, and prototyping, drawing on my teaching and research mentorship.
- Using Codex, Claude, Cursor, and Gemini to plan features, debug problems, review code, and document technical decisions.
- Creating reusable AI instructions and GitHub workflows for development, testing, and release preparation across my apps.
Selected resume / SARIT / STEM systems I could not fully publish as repos because of field, partner, and NDA constraints.
| Project | What It Did | Stack |
|---|---|---|
| ODS | Real-time object detection pipeline for pedestrians, lanes, and obstacles at 30 FPS. | Python, JavaScript, C++, Raspberry Pi, OpenCV, NumPy, Jetson Orin, OAK-D, YOLOv9 |
| TGS | Telemetry and geofencing system supporting remote shutdown and operational vehicle safety. | Python, Raspberry Pi, GPS modules, Tracki, Comodule |
| Radar Sound System | Arduino-based pedestrian proximity alert system with custom audio cues. | Python, C++, Arduino, DFPlayer Mini |
| Onboard Cellular Communication | Vehicle telemetry uplink for real-time data exchange with a hosted server. | Python, JavaScript, C#, Hologram IoT, Rogers, Azure |
| SARIT Research Ops | Coordinated applied research deployments and mentored students through technical project work. | Computer vision, cloud infrastructure, deployment planning, partner communication |
| Project | What It Shows |
|---|---|
| GTA Free STEM - iOS | Native iOS app built with Swift and SwiftUI for discovering free STEM opportunities, with local saves and offline access. Closed public beta testing. |
| GTA Free STEM - Android | Native Android app built with Kotlin and Jetpack Compose for discovering free STEM opportunities, with local saves and offline access. Closed public beta testing. |
| GTA Free STEM - Web | Website built with Next.js, React, and TypeScript, with filtered search and map/list browsing for free STEM opportunities. Closed public beta testing. |
Feedback is welcome on project ideas, UI polish, architecture, docs, and whether the tools actually explain themselves fast enough.
Especially interested in notes on ML/CV pipelines, student-tool UX, hardware workflows, and security/dev-tool ergonomics.