Projects

A selective map of shipped systems, research, and experiments. The strongest signals are production impact, applied AI judgment, and moving quickly without hiding risk.

All projects shown

AI & ML Research

HERA

Hierarchical Ensemble Reasoning Agent, Thesis A 3-layer Google ADK multi-agent system to mitigate correlated LLM errors with ensemble voting. Integrates hybrid CWM and GEPA optimizer across 14 tools. Benchmarked 32B model: 16.0% SWE-bench Verified Mini, 24.5% LiveCodeBench, 71.0% CruxEval.

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ControlKeel

Governance control plane for AI coding agents. I built deterministic policy validation, review gates, proof capture, and routing across agent hosts. Agents can move quickly, but risky execution should remain inspectable and explicitly governed.

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⚓ ControlKeel Governed agent execution

Society of Kawaii

Multi-Agent Debate Arena with Prediction Markets. A multi-agent debate arena where AI agents with opposing worldviews battle for truth. Inspired by Minsky's "Society of Mind," featuring real-time Google Search grounding, Elo-based prediction markets, and evolutionary mutations.

View Write-up · Open in AI Studio

OS-Ghost: The Living Desktop

Autonomous, multi-modal desktop companion. A screen-aware desktop agent built with Rust and Tauri v2 that sees your screen using Gemini Vision, orchestrates workflows into an interactive mystery game, and features a multi-agent system with Orchestrator, Critic, Planner, and Guardrail agents.

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ScreenSafe

Privacy Protection and on-device PII detection. ScreenSafe is an on-device PII detection application built with React Native and Cactus. It demonstrates how to use local LLMs and vision models to protect user privacy by detecting sensitive information in images.

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Memory Palace MCP

A memory enhancement tool using LLM technology. An MCP server that turns source material into spatial memory-palace scenes, combining a classic recall technique with an interface AI agents can call directly.

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Bhote Koshi Flood Warning Latency

Reconstruction of a Himalayan flood warning chain. End-to-end timing of the 26 August 2026 Bhote Koshi–Trishuli cascade from ten-minute DHM gauge series: the mass public alert followed the trigger by 38.8 minutes while the water reached the first gauge in 12.8. Preprint on EarthArXiv.

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📄 Warning Latency Preprint EarthArXiv DOI

Climate Change, Hurricanes, and Property Loss

ML Approach to Studying Infrastructure Sustainability This study examines how hurricane intensity and persistence influence infrastructure loss. Using NOAA Storm Events Database, we develop models to predict property losses based on storm characteristics and contextual vulnerability factors.

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📄 MDPI Sustainability View Paper

Hurricane Persistence and Agricultural Crop Loss

ML Insights for Agribusiness and Engineering Applications This study examines how hurricane persistence influences agricultural crop loss. The strong predictive importance of lagged crop loss indicates that historical vulnerability plays a central role in shaping agricultural outcomes.

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📄 ASCE Library View Paper

Enhancing Agile Development

A Comparative Analysis of LLMs for User Story Generation (IEEE DataPort) A comparison of large language models by performance, capability, and limits across tasks and domains.

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Revealing Landfill Microplastic-PFAS Interactions

Ensemble QSPR Models Predicting PFAS-MP Sorption (Hinkley Center) Research project funded by Hinkley Center for Solid and Hazardous Waste Mgmt. investigating the interactions between microplastics & PFAS in Florida landfills through ML models.

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CuttingEdgeAI

RL for Unique 2D Cutting Stock Problems (Preprint) PPO reinforcement learning for unique 2D cutting stock problems, with benchmarks for single patterns.

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Trial

Computer Vision Based Traffic Rule Breach Detection This paper is about the detection of traffic rule breach via computer vision which takes the feed from the traffic surveillance system, processes the video feed, detects the breach and alerts the traffic police.

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Nazar

Electronic component detection system with server. Electronic component detection, identification and recognition system in realtime.

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AI in Project Management

A Systematic Review. This study follows a systematic review methodology. It involves a search of literature from multiple databases, screening of studies based on predefined inclusion and exclusion criteria, and synthesis of findings using both narrative and thematic analysis approaches.

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Personal Projects & Explorations

Perch

Pocket client for a self-hosted Hermes Agent. Open-source community client for Android, iOS and the web. Sessions, streaming output and approvals from anywhere, with no servers, relay, or accounts. It speaks only to the API your own agent exposes.

How It Works · Join the Beta

Sparkshed

Electronics simulator and AI hardware playground. Type what you want to build in plain English and get a catalog-grounded circuit design with real AVR firmware simulation, analog co-simulation, BOM export with live pricing, and gamified learning quests.

Play with it

◉ Sparkshed Live electronics simulator

PinkPaws

Bolt hackathon experiment. A mobile-first craft planner that breaks projects into short sessions, then adds scheduling, progress tracking, and a voice companion. Built during the one-idea-a-day challenge for my niece.

View Live Demo · View Devpost

Virtual Energy Trader

An energy trading simulation platform using historical data analysis and bid placement simulation. Production Deployment: Full-Stack Deployment on Netlify.

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QuietMap

Find your next quiet workspace: map real-time noise levels, shared by the crowd. QuietMap maps noise levels reported by people nearby to find quiet places to work.

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View QuietMap tweet

Prep

University Companion Surf - Search - Study at the best university for you! Try the Live Version or Download from Play Store and App Store.

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Honey Player

The modern media player for friends. Stream videos instantly, create a room to watch together, and enjoy multi-stream support.

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Tomodachi

Contacts Management Application. A full-stack application built with Node.js, React, and PostgreSQL for managing contacts. Features include user authentication with Facebook, and CRUD operations for contacts.

View GitHub · Read Tutorial

📁 aryaminus/ tomodachi Contacts Management Application