Kuldeep Debnath

Promptetheus

UC Berkeley AI Hackathon

06.2026

A full stack AI agent observability and action platform. Promptetheus captures a production agent run, detects the likely failure, replays the exact bad step, and ships a fix with regression evidence. It is built for teams running LLM agents who need to debug failures they cannot reproduce.

AI AgentsObservabilityIncident ResponseLLM DebuggingFastAPINext.js

FocusLight

Chrome Extension

06.2026

Chrome extension that helps you focus while reading in the dark. Hover over anything and FocusLight gently lights it up while softly dimming the rest of the page, so the section you're reading stands out and you never lose your place.

Chrome ExtensionJavaScriptAccessibilityUX

Notis

Personal Project

05.2026

iOS app that turns any screenshot into a calendar event instantly. Built for people scrolling LinkedIn and social media who spot an event and want it saved to their calendar before they keep scrolling.

SwiftSwiftUIiOSAIVisionEventKitApp Store

BallBoy

Uncommon Hacks 2026

05.2026

Uncommon Hacks 2026 finalist. Real-time soccer tactical AI that watches live broadcasts and surfaces coach alerts via parallel inference across five simultaneous models.

PythonComputer VisionParallel InferenceGeminiYOLOv8ElectronSports AI

Winner

Jac in the Blocks 🥇

JacHacks 2026

04.2026

Block-based visual editor and AST graph visualizer for the Jac language with an integrated VS Code extension.

ReactNext.jsBlocklyVS Code ExtensionGraph VisualizationEducation

Winner

AquaLoop 🥇

MakeOHI/O 2026

03.2026

Real-time IoT monitoring and routing system for ultrapure water using SVM-based batch classification.

ReactSVMIoTSemiconductorMachine LearningEmbedded Systems