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 Code World Model (AST + neural) and GEPA gradient-free prompt optimizer across 14 tools. Benchmarked 32B model: 16.0% SWE-bench Verified Mini, 24.5% LiveCodeBench, 71.0% CruxEval.
View Live DemoSociety 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.
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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 leveraging LLM technology. An innovative project that combines cognitive science principles with advanced LLM techniques to create a digital memory palace for enhanced information retention and recall.
View Live Demo View GitHubClimate Change, Hurricanes, and Property Loss
A Machine Learning Approach to Studying Infrastructure Sustainability This study examines how hurricane intensity and persistence influence infrastructure loss. Using data from the NOAA Storm Events Database, we develop machine learning models to predict property losses based on storm characteristics and contextual vulnerability factors.
View PublicationHurricane Persistence and Agricultural Crop Loss
Machine Learning 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.
View PublicationEnhancing Agile Development
A Comparative Analysis of LLMs for User Story Generation (IEEE DataPort) A comprehensive comparison of various Large Language Models, evaluating their performance, capabilities, and limitations across different 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.
View ProjectCuttingEdgeAI
RL for Unique 2D Cutting Stock Problems (Preprint) This project explores the latest advancements in artificial intelligence, focusing on the intersection of machine learning algorithms and reinforcement learning techniques.
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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.
View Dataset View GitHubAI in Project Management
A Systematic Review. This study follows a systematic review methodology. It involves a comprehensive 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.
View Pre-registrationProfessional Work
CVector Energy Agent Orchestrator
Multi-agent coordination system. Architected supervisor-led LLMOps framework with 6 persona-driven digital-twins for energy demand forecasting. Deployed streaming ETL + Memory service with 98% uptime.
View LinkedInVoltage Park
Project developed during work at ptown.tech. A sophisticated system for monitoring and managing electrical infrastructure with real-time data analysis and visualization capabilities.
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Weather monitoring platform. Optimized alert-to-action latency via push notifications and WebSockets. Refactored offline-first data layer, slashing errors by 60% across environments.
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Interactive poker platform. A modern poker gaming platform featuring real-time multiplayer capabilities, interactive UI, and innovative game mechanics for an enhanced player experience.
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Mobile activity tracking application. Orchestrated Google Play launches and led JS to TS migration. Revamped authentication and gamification systems, boosting user engagement by 2x.
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Technical leadership in app development. Led the development of mobile applications on the Google Play Store, focusing on innovative solutions and user-centered design principles.
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PinkPaws
Experimental fun project. A creative exploration of new UI/UX concepts and development techniques, built as a learning exercise and demonstration of capabilities.
View Live Demo View DevpostVirtual Energy Trader
A comprehensive energy trading simulation platform through historical data analysis and bid placement simulation. Production Deployment: Full-Stack Deployment on Netlify.
View Live Demo View GitHubDay 2 - @boltdotnew world's largest hackathon
— sunim (@arya_minus) May 31, 2025
Today or Day Two. New day, New judge. We select an idea for them and then build it on @boltdotnew. Today we try to ideate a bit more so that the prompt we build is as detailed as possible. But still zero-shot.
Preview: pic.twitter.com/hvq62H6q3F
QuietMap
Find your next quiet workspace—map real-time noise levels, shared by the crowd. I built QuietMap to solve a problem we've all felt but never quite had a solution for—finding a quiet space in a noisy world.
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University Companion Surf - Search - Study at the best university for you! Try the Live Version or Download from Play Store and App Store.
View Live DemoHoney 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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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.
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Core Software Integrated
Software Engineer - Consultant. Successfully managed and delivered five projects with a focus on maintaining stringent technical standards. Developed scalable software designs that increased system adaptability across various platforms and regions.
View LinkedInFiberknot Digital
Digital transformation consulting. Provided expert consulting services for companies undergoing digital transformation, with a focus on innovative technology solutions and implementation strategies.
View LinkedInGame Development with Fyrd Games
Technical consulting for game developers. Contributed to the development of engaging and innovative games, focusing on user experience and technical excellence in game mechanics and implementation.
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