Projects
A collection of systems I've built, ranging from on-device AI and LLM agents to computer vision and generative models.
SpikeData
Python-based module for neural data analysis pipelines
TL;DR
- Flexible and robust module for creating spike sorting pipelines.
- Simplifies analysis of intrinsic neural recordings across large-scale HD-MEA datasets.
- Part of the Integrated Analysis Toolkit used by the Braingeneers group.
System Architecture
Raw Electrophysiology → Signal Processing → Spike Sorting → Analysis
Results & Validation
Enabled scalable analysis for 1000+ channel neural recordings.
Tech Stack
Polaris
On-device AI for preventative maintenance for fishermen
TL;DR
- Built an on-device AI system to monitor fishing equipment and predict maintenance needs.
- Won 1st place at Sushi Hackathon 2025.
- Optimized for low-power edge deployment on custom hardware.
System Architecture
Sensors → Edge AI → Real-time Maintenance Alerts
Results & Validation
1st Place Winner at Sushi Hackathon (2025).
Tech Stack
Sushi Agent
Autonomous AI agents for coupon discovery
TL;DR
- Developed agents that crawl and negotiate for private discount codes and coupons.
- Utilized LLM-based decision making for navigating complex web interfaces.
- Implemented automated validation and verification of discovered codes.
System Architecture
LLM Agents → Web Crawling → Coupon Validation
Results & Validation
2nd Place Winner at Sushi Hackathon (2024).
Tech Stack
StatScanner
Computer Vision for table digitization
TL;DR
- iOS app that converts printed tables into interactive visualizations.
- Custom OCR pipeline optimized for tabular data structure.
- Real-time data visualization and CSV export functionality.
System Architecture
Camera → OCR → Table Parsing → CoreML Visualization
Results & Validation
Shipped to App Store; processed 10k+ scans with high structural accuracy.
Tech Stack
Rubauto
Diffusion model for stylistic music generation
TL;DR
- Built a generative model for creating music in specific artistic styles.
- Experimented with diffusion techniques for high-fidelity audio synthesis.
- Developed a custom training pipeline for style-specific music data.
System Architecture
Audio Data → Diffusion Model → Stylized Audio Output
Results & Validation
Successfully generated high-fidelity stylistic variations of input tracks.
Tech Stack
Gesture-Driven AR Navigation
CV-assisted spatial interaction
TL;DR
- Created an augmented reality navigation system controlled by hand gestures.
- Implemented custom gesture recognition and mapping to 3D space.
- Built a low-latency AR overlay for intuitive spatial navigation.
System Architecture
Camera → CV Pipeline → Gesture Mapping → AR Overlay
Results & Validation
1st Place at Helix Hacks II (2021).
Tech Stack
Project Tourist
NLP-based personalized travel planner
TL;DR
- Natural language interface for generating optimized travel itineraries.
- Integrated multiple APIs for real-time travel and lodging recommendations.
- Built a constraint-aware engine for personalized trip planning.
System Architecture
NLP Engine → Recommendation Engine → Trip Generation
Results & Validation
Provided users with optimized, personalized, and constraint-aware travel plans.
Tech Stack
Link Saver
Academic productivity launchpad
TL;DR
- Productivity tool for students to manage and quickly launch academic links.
- Designed for high-speed access to meetings, assignments, and resources.
- Simple, intuitive interface for organizing complex student workflows.
System Architecture
Web App → Link Management → Quick Access UI
Results & Validation
3rd Place Winner at BAYCO Hackathon (2021).
Tech Stack
Kam Show Podcast
Science & engineering communication
TL;DR
- Produced and hosted a podcast exploring cutting-edge science and tech.
- Featured interviews with researchers and engineers across various fields.
- Managed end-to-end production, from booking to audio engineering.
System Architecture
Interviews → Audio Engineering → Distribution Platforms
Results & Validation
Reaching listeners globally with deep-dives into emerging technology.
Tech Stack