Articles, project write-ups, technical guides, and personal notes published across the places where the work happened.
We're hitting the limits of programming languages built around IDEs. at is an experiment towards a language designed for AI agents: explicit effects, zero hidden magic, no barrel files, results over exceptions, and sub-millisecond cold start with WASM bindings.
Read full postYour desktop is haunted. OS-Ghost is an autonomous, multi-modal desktop companion built with Rust and Tauri v2 that sees your screen using Gemini Vision and orchestrates workflows into an interactive mystery game using long-running threads and a multi-agent system.
Read full postCloud-based content moderation is a privacy nightmare. ScreenSafe proves that local, private AI is possible on mobile by acting as a "Guardian AI" that sees the screen and redacts sensitive info in milliseconds, strictly on-device using a hybrid inference strategy.
Read full postGamifying society of mind with agentic debates and prediction markets. Society of Kawaii is a multi-agent debate arena where AI agents with opposing worldviews battle for truth. Inspired by Minsky's "Society of Mind," the system pits optimist vs realist agents with dynamically generated guest experts. Features real-time Google Search grounding, Elo-based prediction markets, and evolutionary mutations.
Read full postExcel is just a context window problem, right? This semester has been a chaotic sprint through lit reviews and conference papers, all focused on making AI agents understand messy, real-world Excel files. The magic isn't in a longer prompt; it's in designing a smart data pipeline that curates, compresses, and delivers relevant information without losing meaning.
Read full postWrapping up an incredible summer at CVector! Designed and shipped a supervisor system that orchestrates multiple agents, handling different pieces of the puzzle: processing user requests, executing complex workflows, validating outputs, and blending responses into something coherent.
Read full postWe've built 25 projects in the last 25 days that are publicly available during Bolt.new's world's largest hackathon! After filtering the best projects, we narrowed it down to 11 standout innovations. Check out our journey and what's next for these projects.
Read full postWrapping up the semester with exciting research! We presented our cutting-edge AI solution for the 2D cutting stock problem at Florida Poly's Research Day, leveraging reinforcement learning (PPO) to optimize fabric utilization with impressive results for single patterns.
Read full postA practical guide to streaming Haystack responses asynchronously through a FastAPI endpoint, without relying on Haystack's experimental features.
Read full postOne day I'm furiously scribbling notes, the next I'm at the front of the class teaching. Stepping into the role of a teaching assistant while juggling my own research and assignments has been quite the balancing act. Reflecting on role reversals and cultural experiences beyond academia.
Read full postAfter years in the tech scene, I've taken a leap across the world to join grad school. Transitioning from a hands-on software engineer to a full-time student is both exhilarating and daunting as I navigate through research papers, find my footing in a new place, and reflect on past projects.
Read full postWe were deploying to both the Play Store and App Store manually, which was taking a lot of time. We were going to move with Travis and Code-push, but an article from BigCheeseApp prompted us to try GitHub Actions and Fastlane instead.
Read full postDealing with Apple is a pain, ask any devs around. This is a quick guide to setting up Sign in with Apple in a couple of minutes (depending on Apple 🤷♂️)
Read full postTomodachi is a learning application connecting Node, React, PostgreSQL, and React Native. It explores Facebook authentication and basic contact creation, editing, and deletion across web and mobile.
Read full postA reflection, anchored by an accompanying GitHub repository, on the languages and tools I learned year by year—from early HTML work to React Native.
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