ScreenSafe: A Technical Chronicle of On-Device
AI and Privacy-First Architecture
Cloud-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.
Gamifying 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.
Analyzing Context Engineering Techniques for AI Agents that connect to Excel
Excel 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.
Multi-Agent Orchestration: Building CVector's
Agent Playground
Wrapping 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.
Building 25 Projects in 25 Days: Bolt.new
World's Largest Hackathon
We'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.
CuttingEdgeAI: Reinforcement Learning for 2D
Cutting Stock Problem
Wrapping 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.
From Student to Teacher: Balancing Multiple
Roles in Academia
One 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.
From Streets of Kathmandu to a New Home:
Starting Grad School
After 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.
Auto React-Native builds (CD) with
Github-Actions and Fastlane
We 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 then we stumbled on the article by
BigCheeseApp and we just could not help by
trying it out.
Sign in with Apple on React and React-Native
using Node
Dealing with Apple is a pain, ask any devs
around. So I'll be writing a quick guide to
setup Apple Sign in a couple of minutes
(depending on Apple 🤷♂️)
Tomodachi — Contacts Management connecting Node,
Postgres and React JS/Native
Tomodachi is a dummy application built using
Node, React and Postgres with addition of
React-Native to the system. The end-goal is to
allow user to enter Contacts of their friend
circle after Logging in with Facebook with basic
features to edit and delete them.
The article is in direct reference to the Github
Repo giving insights of the languages and tools
learned yearn by year, taking a rollercoaster
ride from early days of HTML to React Native
development.
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